Click a row to jump to its full response below.
| # | Test | Model / Config | Status | Temp | Load (s) | Tokens | Gen (s) | Tokens/sec | Prompt |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 102 | mlx-community/gemma-4-31b-it-8bit @ stop-long-phrase stop-long-phrase | OK | 0.0 | 2.0 | 820 | 34.55 | Write a 3-paragraph essay about renewable energy. Start the ... | |
| 2 | 78 | mlx-community/gemma-4-31b-it-8bit @ stop-double-newline stop-double-newline | OK | 0.0 | 2.0 | 404 | 19.81 | Write a short paragraph about the ocean. Then write a second... | |
| 3 | 80 | mlx-community/gemma-4-31b-it-8bit @ stop-word stop-word | OK | 0.0 | 2.0 | 406 | 22.31 | Name 5 programming languages and briefly describe each one. | |
| 4 | 82 | mlx-community/gemma-4-31b-it-8bit @ stop-period stop-period | OK | 0.0 | 2.0 | 240 | 13.43 | Tell me about the sun in three sentences. | |
| 5 | 81 | mlx-community/gemma-4-31b-it-8bit @ stop-period stop-period | OK | 0.0 | 2.0 | 352 | 19.75 | Name three primary colors and explain why they matter in des... | |
| 6 | 16 | mlx-community/gemma-4-31b-it-8bit @ seed-42-run1 seed-42-run1 --seed 42 |
OK | 0.7 | 2.0 | 436 | 24.55 | Write a limerick about a cat. | |
| 7 | 109 | mlx-community/gemma-4-31b-it-8bit @ stop-special-chars stop-special-chars | OK | 0.0 | 2.0 | 346 | 19.48 | Name three primary colors and explain why they matter in des... | |
| 8 | 18 | mlx-community/gemma-4-31b-it-8bit @ seed-42-run2 seed-42-run2 --seed 42 |
OK | 0.7 | 3.0 | 436 | 24.59 | Write a limerick about a cat. | |
| 9 | 75 | mlx-community/gemma-4-31b-it-8bit @ stop-newline stop-newline | OK | 0.0 | 2.0 | 352 | 19.85 | Name three primary colors and explain why they matter in des... | |
| 10 | 184 | mlx-community/gemma-4-31b-it-8bit @ code-swift code-swift | OK | 0.0 | 2.0 | 570 | 32.16 | Write a Swift async function that fetches JSON from a URL us... | |
| 11 | 77 | mlx-community/gemma-4-31b-it-8bit @ stop-double-newline stop-double-newline | OK | 0.0 | 2.0 | 352 | 19.9 | Name three primary colors and explain why they matter in des... | |
| 12 | 57 | mlx-community/gemma-4-31b-it-8bit @ small-kv small-kv --max-kv-size 2048 |
OK | 0.7 | 2.0 | 525 | 29.7 | Name three primary colors and explain why they matter in des... | |
| 13 | 136 | mlx-community/gemma-4-31b-it-8bit @ think-normal think-normal | OK | 0.0 | 2.0 | 390 | 22.06 | Solve step by step: If a train travels at 60 mph for 2.5 hou... | |
| 14 | 68 | mlx-community/gemma-4-31b-it-8bit @ no-streaming no-streaming --no-streaming |
OK | 0.7 | 2.0 | 388 | 21.95 | Write a short poem about the moon. | |
| 15 | 138 | mlx-community/gemma-4-31b-it-8bit @ think-raw think-raw --raw |
OK | 0.0 | 2.0 | 390 | 22.08 | Solve step by step: If a train travels at 60 mph for 2.5 hou... | |
| 16 | 164 | mlx-community/gemma-4-31b-it-8bit @ tool-call-complex tool-call-complex | OK | 0.0 | 2.0 | 739 | 41.85 | Search recursively for all Swift files under Sources/ with a... | |
| 17 | 30 | mlx-community/gemma-4-31b-it-8bit @ eli5 eli5 | OK | 0.7 | 2.0 | 479 | 27.15 | Tell me about quantum computing. | |
| 18 | 54 | mlx-community/gemma-4-31b-it-8bit @ long-output long-output | OK | 0.7 | 2.0 | 1656 | 94.01 | Write a detailed recipe for chocolate chip cookies with ingr... | |
| 19 | 182 | mlx-community/gemma-4-31b-it-8bit @ code-python code-python | OK | 0.0 | 3.0 | 301 | 17.08 | Write a function that finds all prime numbers up to n using ... | |
| 20 | 132 | mlx-community/gemma-4-31b-it-8bit @ response-format-schema response-format-schema | OK | 0.0 | 2.0 | 1290 | 73.24 | Generate a fictional person profile. | |
| 21 | 70 | mlx-community/gemma-4-31b-it-8bit @ raw-mode raw-mode --raw |
OK | 0.7 | 2.0 | 584 | 33.18 | Think step by step: what is 17 * 23? | |
| 22 | 140 | mlx-community/gemma-4-31b-it-8bit @ streaming-seeded streaming-seeded --seed 123 |
OK | 0.7 | 2.0 | 310 | 17.61 | Write a 4-line poem about the ocean. | |
| 23 | 142 | mlx-community/gemma-4-31b-it-8bit @ non-streaming-seeded non-streaming-seeded --no-streaming --seed 123 |
OK | 0.7 | 2.0 | 310 | 17.61 | Write a 4-line poem about the ocean. | |
| 24 | 147 | mlx-community/gemma-4-31b-it-8bit @ developer-role developer-role | OK | 0.0 | 2.0 | 846 | 48.06 | developer: You are a helpful coding assistant. Only respond ... | |
| 25 | 161 | mlx-community/gemma-4-31b-it-8bit @ tool-call-multi tool-call-multi | OK | 0.0 | 2.0 | 662 | 37.62 | What is the weather in London and what time is it in Tokyo? | |
| 26 | 172 | mlx-community/gemma-4-31b-it-8bit @ tool-call-none tool-call-none | OK | 0.0 | 2.0 | 306 | 17.39 | What is the current temperature in Berlin? | |
| 27 | 107 | mlx-community/gemma-4-31b-it-8bit @ stop-immediate stop-immediate | OK | 0.0 | 2.0 | 333 | 18.93 | Name three primary colors and explain why they matter in des... | |
| 28 | 155 | mlx-community/gemma-4-31b-it-8bit @ tool-call-auto tool-call-auto | OK | 0.0 | 2.0 | 818 | 46.49 | What is the weather in Tokyo? | |
| 29 | 178 | mlx-community/gemma-4-31b-it-8bit @ special-chars special-chars | OK | 0.0 | 2.0 | 356 | 20.25 | Repeat these characters exactly: <tag> "quotes" 'apostrophes... | |
| 30 | 120 | mlx-community/gemma-4-31b-it-8bit @ stop-system-numbered stop-system-numbered | OK | 0.0 | 2.0 | 253 | 14.41 | What are the main benefits of exercise? | |
| 31 | 50 | mlx-community/gemma-4-31b-it-8bit @ agent-cached-turn3 agent-cached-turn3 --enable-prefix-caching |
OK | 0.0 | 2.0 | 269 | 15.33 | Write a unit test for the timeout feature you just described... | |
| 32 | 166 | mlx-community/gemma-4-31b-it-8bit @ tool-call-array-param tool-call-array-param | OK | 0.0 | 2.0 | 416 | 23.7 | tools: [{"type":"function","function":{"name":"todowrite","d... | |
| 33 | 186 | mlx-community/gemma-4-31b-it-8bit @ math math | OK | 0.0 | 2.0 | 958 | 54.6 | A store sells notebooks for $3.50 each. If you buy 5 or more... | |
| 34 | 26 | mlx-community/gemma-4-31b-it-8bit @ pirate pirate | OK | 0.7 | 2.0 | 1103 | 62.96 | Tell me about quantum computing. | |
| 35 | 58 | mlx-community/gemma-4-31b-it-8bit @ small-kv small-kv --max-kv-size 2048 |
OK | 0.7 | 2.0 | 775 | 44.22 | Summarize the key ideas of machine learning in a few paragra... | |
| 36 | 55 | mlx-community/gemma-4-31b-it-8bit @ logprobs logprobs --max-logprobs 5 |
OK | 0.0 | 2.0 | 396 | 22.62 | Name three primary colors and explain why they matter in des... | |
| 37 | 91 | mlx-community/gemma-4-31b-it-8bit @ stop-non-streaming stop-non-streaming --no-streaming |
OK | 0.0 | 2.0 | 396 | 22.61 | Name three primary colors and explain why they matter in des... | |
| 38 | 118 | mlx-community/gemma-4-31b-it-8bit @ stop-system-pirate stop-system-pirate | OK | 0.0 | 2.0 | 1175 | 67.11 | Tell me about treasure hunting on the high seas. | |
| 39 | 148 | mlx-community/gemma-4-31b-it-8bit @ developer-role developer-role | OK | 0.0 | 2.0 | 757 | 43.24 | Write a Python function that reverses a string. | |
| 40 | 62 | mlx-community/gemma-4-31b-it-8bit @ prefill-default prefill-default | OK | 0.0 | 2.0 | 1765 | 100.88 | Given this architecture, what are the top 3 performance bott... | |
| 41 | 135 | mlx-community/gemma-4-31b-it-8bit @ think-normal think-normal | OK | 0.0 | 2.0 | 396 | 22.63 | Name three primary colors and explain why they matter in des... | |
| 42 | 28 | mlx-community/gemma-4-31b-it-8bit @ scientist scientist | OK | 0.3 | 2.0 | 1607 | 91.89 | Tell me about quantum computing. | |
| 43 | 137 | mlx-community/gemma-4-31b-it-8bit @ think-raw think-raw --raw |
OK | 0.0 | 2.0 | 396 | 22.65 | Name three primary colors and explain why they matter in des... | |
| 44 | 158 | mlx-community/gemma-4-31b-it-8bit @ tool-call-xml tool-call-xml --tool-call-parser xmlFunction |
OK | 0.0 | 3.0 | 412 | 23.56 | What is the weather in Paris in celsius? | |
| 45 | 188 | mlx-community/gemma-4-31b-it-8bit @ long-form long-form | OK | 0.7 | 2.0 | 2150 | 122.93 | Write a detailed technical blog post explaining how Mixture-... | |
| 46 | 20 | mlx-community/gemma-4-31b-it-8bit @ no-penalty no-penalty --presence-penalty 0.0 |
OK | 0.8 | 3.0 | 2220 | 126.98 | Write a long essay about the history of bread making across ... | |
| 47 | 64 | mlx-community/gemma-4-31b-it-8bit @ prefill-large-4096 prefill-large-4096 --prefill-step-size 4096 |
OK | 0.0 | 2.0 | 1765 | 100.95 | Given this architecture, what are the top 3 performance bott... | |
| 48 | 89 | mlx-community/gemma-4-31b-it-8bit @ stop-cli-api-dedup stop-cli-api-dedup --stop "3." |
OK | 0.0 | 2.0 | 396 | 22.65 | Name three primary colors and explain why they matter in des... | |
| 49 | 185 | mlx-community/gemma-4-31b-it-8bit @ math math | OK | 0.0 | 2.0 | 396 | 22.65 | Name three primary colors and explain why they matter in des... | |
| 50 | 19 | mlx-community/gemma-4-31b-it-8bit @ no-penalty no-penalty --presence-penalty 0.0 |
OK | 0.8 | 3.0 | 401 | 22.95 | Name three primary colors and explain why they matter in des... | |
| 51 | 101 | mlx-community/gemma-4-31b-it-8bit @ stop-long-phrase stop-long-phrase | OK | 0.0 | 2.0 | 396 | 22.67 | Name three primary colors and explain why they matter in des... | |
| 52 | 170 | mlx-community/gemma-4-31b-it-8bit @ tool-call-nullable-param tool-call-nullable-param | OK | 0.0 | 2.0 | 785 | 44.94 | What is the weather in Chicago? | |
| 53 | 133 | mlx-community/gemma-4-31b-it-8bit @ response-format-text response-format-text | OK | 0.0 | 2.0 | 396 | 22.68 | Name three primary colors and explain why they matter in des... | |
| 54 | 145 | mlx-community/gemma-4-31b-it-8bit @ max-completion-tokens max-completion-tokens | OK | 0.0 | 2.0 | 1449 | 82.99 | Explain the causes and consequences of the French Revolution... | |
| 55 | 180 | mlx-community/gemma-4-31b-it-8bit @ multilingual multilingual | OK | 0.3 | 2.0 | 317 | 18.16 | Translate "Hello, how are you?" into French, Spanish, Japane... | |
| 56 | 1 | mlx-community/gemma-4-31b-it-8bit @ greedy greedy | OK | 0.0 | 2.0 | 396 | 22.7 | Name three primary colors and explain why they matter in des... | |
| 57 | 67 | mlx-community/gemma-4-31b-it-8bit @ no-streaming no-streaming --no-streaming |
OK | 0.7 | 2.0 | 420 | 24.07 | Name three primary colors and explain why they matter in des... | |
| 58 | 103 | mlx-community/gemma-4-31b-it-8bit @ stop-multi-word stop-multi-word | OK | 0.0 | 2.0 | 396 | 22.69 | Name three primary colors and explain why they matter in des... | |
| 59 | 129 | mlx-community/gemma-4-31b-it-8bit @ response-format-json response-format-json | OK | 0.0 | 2.0 | 396 | 22.69 | Name three primary colors and explain why they matter in des... | |
| 60 | 189 | mlx-community/gemma-4-31b-it-8bit @ strict-format strict-format | OK | 0.0 | 2.0 | 396 | 22.69 | Name three primary colors and explain why they matter in des... | |
| 61 | 9 | mlx-community/gemma-4-31b-it-8bit @ top-k top-k --top-k 30 |
OK | 0.8 | 2.0 | 390 | 22.37 | Name three primary colors and explain why they matter in des... | |
| 62 | 11 | mlx-community/gemma-4-31b-it-8bit @ min-p min-p --min-p 0.05 |
OK | 0.8 | 2.0 | 365 | 20.93 | Name three primary colors and explain why they matter in des... | |
| 63 | 15 | mlx-community/gemma-4-31b-it-8bit @ seed-42-run1 seed-42-run1 --seed 42 |
OK | 0.7 | 2.0 | 357 | 20.47 | Name three primary colors and explain why they matter in des... | |
| 64 | 53 | mlx-community/gemma-4-31b-it-8bit @ long-output long-output | OK | 0.7 | 2.0 | 329 | 18.87 | Name three primary colors and explain why they matter in des... | |
| 65 | 69 | mlx-community/gemma-4-31b-it-8bit @ raw-mode raw-mode --raw |
OK | 0.7 | 2.0 | 399 | 22.88 | Name three primary colors and explain why they matter in des... | |
| 66 | 87 | mlx-community/gemma-4-31b-it-8bit @ stop-cli-api-merge stop-cli-api-merge --stop "5." |
OK | 0.0 | 2.0 | 396 | 22.7 | Name three primary colors and explain why they matter in des... | |
| 67 | 131 | mlx-community/gemma-4-31b-it-8bit @ response-format-schema response-format-schema | OK | 0.0 | 2.0 | 396 | 22.71 | Name three primary colors and explain why they matter in des... | |
| 68 | 85 | mlx-community/gemma-4-31b-it-8bit @ stop-cli-multi stop-cli-multi --stop "```,DONE" |
OK | 0.0 | 2.0 | 396 | 22.72 | Name three primary colors and explain why they matter in des... | |
| 69 | 139 | mlx-community/gemma-4-31b-it-8bit @ streaming-seeded streaming-seeded --seed 123 |
OK | 0.7 | 2.0 | 361 | 20.71 | Name three primary colors and explain why they matter in des... | |
| 70 | 141 | mlx-community/gemma-4-31b-it-8bit @ non-streaming-seeded non-streaming-seeded --no-streaming --seed 123 |
OK | 0.7 | 2.0 | 361 | 20.71 | Name three primary colors and explain why they matter in des... | |
| 71 | 144 | mlx-community/gemma-4-31b-it-8bit @ max-completion-tokens max-completion-tokens | OK | 0.0 | 2.0 | 228 | 13.08 | max_completion_tokens: 100 | |
| 72 | 71 | mlx-community/gemma-4-31b-it-8bit @ stop-single stop-single | OK | 0.0 | 2.0 | 396 | 22.73 | Name three primary colors and explain why they matter in des... | |
| 73 | 162 | mlx-community/gemma-4-31b-it-8bit @ tool-call-complex tool-call-complex | OK | 0.0 | 2.0 | 396 | 22.74 | Name three primary colors and explain why they matter in des... | |
| 74 | 2 | mlx-community/gemma-4-31b-it-8bit @ greedy greedy | OK | 0.0 | 2.0 | 309 | 17.74 | Explain why the sky is blue in exactly 3 bullet points. | |
| 75 | 17 | mlx-community/gemma-4-31b-it-8bit @ seed-42-run2 seed-42-run2 --seed 42 |
OK | 0.7 | 3.0 | 357 | 20.5 | Name three primary colors and explain why they matter in des... | |
| 76 | 31 | mlx-community/gemma-4-31b-it-8bit @ json-output json-output | OK | 0.0 | 2.0 | 396 | 22.75 | Name three primary colors and explain why they matter in des... | |
| 77 | 79 | mlx-community/gemma-4-31b-it-8bit @ stop-word stop-word | OK | 0.0 | 2.0 | 396 | 22.75 | Name three primary colors and explain why they matter in des... | |
| 78 | 143 | mlx-community/gemma-4-31b-it-8bit @ max-completion-tokens max-completion-tokens | OK | 0.0 | 2.0 | 396 | 22.74 | Name three primary colors and explain why they matter in des... | |
| 79 | 165 | mlx-community/gemma-4-31b-it-8bit @ tool-call-array-param tool-call-array-param | OK | 0.0 | 2.0 | 396 | 22.74 | Name three primary colors and explain why they matter in des... | |
| 80 | 4 | mlx-community/gemma-4-31b-it-8bit @ default default | OK | 0.7 | 2.0 | 275 | 15.81 | Explain why the sky is blue in exactly 3 bullet points. | |
| 81 | 5 | mlx-community/gemma-4-31b-it-8bit @ high-temp high-temp | OK | 1.5 | 2.0 | 321 | 18.45 | Name three primary colors and explain why they matter in des... | |
| 82 | 6 | mlx-community/gemma-4-31b-it-8bit @ high-temp high-temp | OK | 1.5 | 2.0 | 275 | 15.81 | Explain why the sky is blue in exactly 3 bullet points. | |
| 83 | 12 | mlx-community/gemma-4-31b-it-8bit @ min-p min-p --min-p 0.05 |
OK | 0.8 | 2.0 | 328 | 18.85 | Explain why the sky is blue in exactly 3 bullet points. | |
| 84 | 73 | mlx-community/gemma-4-31b-it-8bit @ stop-multi stop-multi | OK | 0.0 | 2.0 | 396 | 22.76 | Name three primary colors and explain why they matter in des... | |
| 85 | 156 | mlx-community/gemma-4-31b-it-8bit @ tool-call-xml tool-call-xml --tool-call-parser xmlFunction |
OK | 0.0 | 3.0 | 396 | 22.77 | Name three primary colors and explain why they matter in des... | |
| 86 | 168 | mlx-community/gemma-4-31b-it-8bit @ tool-call-nullable-param tool-call-nullable-param | OK | 0.0 | 2.0 | 396 | 22.76 | Name three primary colors and explain why they matter in des... | |
| 87 | 187 | mlx-community/gemma-4-31b-it-8bit @ long-form long-form | OK | 0.7 | 2.0 | 402 | 23.11 | Name three primary colors and explain why they matter in des... | |
| 88 | 3 | mlx-community/gemma-4-31b-it-8bit @ default default | OK | 0.7 | 2.0 | 340 | 19.55 | Name three primary colors and explain why they matter in des... | |
| 89 | 27 | mlx-community/gemma-4-31b-it-8bit @ scientist scientist | OK | 0.3 | 2.0 | 437 | 25.13 | Name three primary colors and explain why they matter in des... | |
| 90 | 7 | mlx-community/gemma-4-31b-it-8bit @ top-p top-p --top-p 0.9 |
OK | 0.8 | 2.0 | 406 | 23.36 | Name three primary colors and explain why they matter in des... | |
| 91 | 179 | mlx-community/gemma-4-31b-it-8bit @ multilingual multilingual | OK | 0.3 | 2.0 | 421 | 24.23 | Name three primary colors and explain why they matter in des... | |
| 92 | 183 | mlx-community/gemma-4-31b-it-8bit @ code-swift code-swift | OK | 0.0 | 2.0 | 331 | 19.06 | Name three primary colors and explain why they matter in des... | |
| 93 | 151 | mlx-community/gemma-4-31b-it-8bit @ very-verbose very-verbose --very-verbose |
OK | 0.7 | 2.0 | 404 | 23.27 | Name three primary colors and explain why they matter in des... | |
| 94 | 33 | mlx-community/gemma-4-31b-it-8bit @ numbered-list numbered-list | OK | 0.0 | 2.0 | 396 | 22.82 | Name three primary colors and explain why they matter in des... | |
| 95 | 173 | mlx-community/gemma-4-31b-it-8bit @ minimal-prompt minimal-prompt | OK | 0.7 | 2.0 | 412 | 23.74 | Name three primary colors and explain why they matter in des... | |
| 96 | 83 | mlx-community/gemma-4-31b-it-8bit @ stop-cli-only stop-cli-only --stop "3." |
OK | 0.0 | 2.0 | 396 | 22.83 | Name three primary colors and explain why they matter in des... | |
| 97 | 106 | mlx-community/gemma-4-31b-it-8bit @ stop-no-match stop-no-match | OK | 0.0 | 2.0 | 256 | 14.76 | Explain the difference between TCP and UDP in a few sentence... | |
| 98 | 181 | mlx-community/gemma-4-31b-it-8bit @ code-python code-python | OK | 0.0 | 3.0 | 483 | 27.86 | Name three primary colors and explain why they matter in des... | |
| 99 | 146 | mlx-community/gemma-4-31b-it-8bit @ developer-role developer-role | OK | 0.0 | 2.0 | 396 | 22.85 | Name three primary colors and explain why they matter in des... | |
| 100 | 10 | mlx-community/gemma-4-31b-it-8bit @ top-k top-k --top-k 30 |
OK | 0.8 | 2.0 | 262 | 15.13 | Explain why the sky is blue in exactly 3 bullet points. | |
| 101 | 66 | mlx-community/gemma-4-31b-it-8bit @ prefill-small-256 prefill-small-256 --prefill-step-size 256 |
OK | 0.0 | 2.0 | 1765 | 101.92 | Given this architecture, what are the top 3 performance bott... | |
| 102 | 115 | mlx-community/gemma-4-31b-it-8bit @ stop-four-max stop-four-max | OK | 0.0 | 2.0 | 334 | 19.29 | Name three primary colors and explain why they matter in des... | |
| 103 | 121 | mlx-community/gemma-4-31b-it-8bit @ stop-high-temp stop-high-temp | OK | 1.0 | 2.0 | 498 | 28.77 | Name three primary colors and explain why they matter in des... | |
| 104 | 149 | mlx-community/gemma-4-31b-it-8bit @ verbose verbose --verbose |
OK | 0.7 | 2.0 | 429 | 24.78 | Name three primary colors and explain why they matter in des... | |
| 105 | 171 | mlx-community/gemma-4-31b-it-8bit @ tool-call-none tool-call-none | OK | 0.0 | 2.0 | 396 | 22.88 | Name three primary colors and explain why they matter in des... | |
| 106 | 190 | mlx-community/gemma-4-31b-it-8bit @ strict-format strict-format | OK | 0.0 | 2.0 | 146 | 8.43 | Output EXACTLY 3 lines. Each line must contain exactly one w... | |
| 107 | 167 | mlx-community/gemma-4-31b-it-8bit @ tool-call-array-param tool-call-array-param | OK | 0.0 | 2.0 | 153 | 8.86 | Create three todo items: Buy milk, Call dentist, Fix bug #42... | |
| 108 | 175 | mlx-community/gemma-4-31b-it-8bit @ long-prompt long-prompt | OK | 0.0 | 2.0 | 396 | 22.91 | Name three primary colors and explain why they matter in des... | |
| 109 | 177 | mlx-community/gemma-4-31b-it-8bit @ special-chars special-chars | OK | 0.0 | 2.0 | 396 | 22.92 | Name three primary colors and explain why they matter in des... | |
| 110 | 8 | mlx-community/gemma-4-31b-it-8bit @ top-p top-p --top-p 0.9 |
OK | 0.8 | 2.0 | 251 | 14.54 | Explain why the sky is blue in exactly 3 bullet points. | |
| 111 | 134 | mlx-community/gemma-4-31b-it-8bit @ response-format-text response-format-text | OK | 0.0 | 2.0 | 149 | 8.63 | Tell me the language Python, what year it was created, and w... | |
| 112 | 32 | mlx-community/gemma-4-31b-it-8bit @ json-output json-output | OK | 0.0 | 2.0 | 166 | 9.62 | Respond with a valid JSON object containing keys "name", "ag... | |
| 113 | 111 | mlx-community/gemma-4-31b-it-8bit @ stop-html-tag stop-html-tag | OK | 0.0 | 2.0 | 396 | 22.96 | Name three primary colors and explain why they matter in des... | |
| 114 | 176 | mlx-community/gemma-4-31b-it-8bit @ long-prompt long-prompt | OK | 0.0 | 2.0 | 302 | 17.51 | Repeat after me exactly: The quick brown fox jumps over the ... | |
| 115 | 13 | mlx-community/gemma-4-31b-it-8bit @ combined-samplers combined-samplers --top-k 50 --min-p 0.03 --top-p 0.95 |
OK | 0.8 | 2.0 | 381 | 22.1 | Name three primary colors and explain why they matter in des... | |
| 116 | 99 | mlx-community/gemma-4-31b-it-8bit @ stop-json-object-key stop-json-object-key | OK | 0.0 | 2.0 | 256 | 14.85 | Name three primary colors and explain why they matter in des... | |
| 117 | 113 | mlx-community/gemma-4-31b-it-8bit @ stop-unicode stop-unicode | OK | 0.0 | 2.0 | 396 | 22.97 | Name three primary colors and explain why they matter in des... | |
| 118 | 117 | mlx-community/gemma-4-31b-it-8bit @ stop-system-pirate stop-system-pirate | OK | 0.0 | 2.0 | 261 | 15.14 | Name three primary colors and explain why they matter in des... | |
| 119 | 153 | mlx-community/gemma-4-31b-it-8bit @ tool-call-auto tool-call-auto | OK | 0.0 | 2.0 | 396 | 22.97 | Name three primary colors and explain why they matter in des... | |
| 120 | 34 | mlx-community/gemma-4-31b-it-8bit @ numbered-list numbered-list | OK | 0.0 | 2.0 | 155 | 8.99 | List exactly 5 animals, one per line, numbered 1-5. No other... | |
| 121 | 159 | mlx-community/gemma-4-31b-it-8bit @ tool-call-multi tool-call-multi | OK | 0.0 | 2.0 | 396 | 22.98 | Name three primary colors and explain why they matter in des... | |
| 122 | 14 | mlx-community/gemma-4-31b-it-8bit @ combined-samplers combined-samplers --top-k 50 --min-p 0.03 --top-p 0.95 |
OK | 0.8 | 2.0 | 249 | 14.46 | Explain why the sky is blue in exactly 3 bullet points. | |
| 123 | 105 | mlx-community/gemma-4-31b-it-8bit @ stop-no-match stop-no-match | OK | 0.0 | 2.0 | 256 | 14.88 | Name three primary colors and explain why they matter in des... | |
| 124 | 63 | mlx-community/gemma-4-31b-it-8bit @ prefill-large-4096 prefill-large-4096 --prefill-step-size 4096 |
OK | 0.0 | 2.0 | 411 | 23.96 | Name three primary colors and explain why they matter in des... | |
| 125 | 65 | mlx-community/gemma-4-31b-it-8bit @ prefill-small-256 prefill-small-256 --prefill-step-size 256 |
OK | 0.0 | 2.0 | 411 | 23.95 | Name three primary colors and explain why they matter in des... | |
| 126 | 130 | mlx-community/gemma-4-31b-it-8bit @ response-format-json response-format-json | OK | 0.0 | 2.0 | 154 | 8.98 | Return a JSON object with keys "language", "year_created", a... | |
| 127 | 25 | mlx-community/gemma-4-31b-it-8bit @ pirate pirate | OK | 0.7 | 2.0 | 265 | 15.45 | Name three primary colors and explain why they matter in des... | |
| 128 | 61 | mlx-community/gemma-4-31b-it-8bit @ prefill-default prefill-default | OK | 0.0 | 2.0 | 411 | 23.96 | Name three primary colors and explain why they matter in des... | |
| 129 | 152 | mlx-community/gemma-4-31b-it-8bit @ very-verbose very-verbose --very-verbose |
OK | 0.7 | 2.0 | 138 | 8.05 | Hello, how are you? | |
| 130 | 123 | mlx-community/gemma-4-31b-it-8bit @ stop-seed-run1 stop-seed-run1 | OK | 0.7 | 2.0 | 357 | 20.85 | Name three primary colors and explain why they matter in des... | |
| 131 | 119 | mlx-community/gemma-4-31b-it-8bit @ stop-system-numbered stop-system-numbered | OK | 0.0 | 2.0 | 252 | 14.78 | Name three primary colors and explain why they matter in des... | |
| 132 | 125 | mlx-community/gemma-4-31b-it-8bit @ stop-seed-run2 stop-seed-run2 | OK | 0.7 | 2.0 | 357 | 20.93 | Name three primary colors and explain why they matter in des... | |
| 133 | 163 | mlx-community/gemma-4-31b-it-8bit @ tool-call-complex tool-call-complex | OK | 0.0 | 2.0 | 184 | 10.8 | tools: [{"type":"function","function":{"name":"search_files"... | |
| 134 | 150 | mlx-community/gemma-4-31b-it-8bit @ verbose verbose --verbose |
OK | 0.7 | 2.0 | 120 | 7.08 | Hello, how are you? | |
| 135 | 29 | mlx-community/gemma-4-31b-it-8bit @ eli5 eli5 | OK | 0.7 | 2.0 | 189 | 11.16 | Name three primary colors and explain why they matter in des... | |
| 136 | 169 | mlx-community/gemma-4-31b-it-8bit @ tool-call-nullable-param tool-call-nullable-param | OK | 0.0 | 2.0 | 147 | 8.71 | tools: [{"type":"function","function":{"name":"get_weather",... | |
| 137 | 154 | mlx-community/gemma-4-31b-it-8bit @ tool-call-auto tool-call-auto | OK | 0.0 | 2.0 | 123 | 7.29 | tools: [{"type":"function","function":{"name":"get_weather",... | |
| 138 | 47 | mlx-community/gemma-4-31b-it-8bit @ agent-cached-turn2 agent-cached-turn2 --enable-prefix-caching |
OK | 0.0 | 2.0 | 349 | 20.72 | Name three primary colors and explain why they matter in des... | |
| 139 | 44 | mlx-community/gemma-4-31b-it-8bit @ agent-no-cache-turn3 agent-no-cache-turn3 | OK | 0.0 | 2.0 | 269 | 15.98 | Write a unit test for the timeout feature you just described... | |
| 140 | 108 | mlx-community/gemma-4-31b-it-8bit @ stop-immediate stop-immediate | OK | 0.0 | 2.0 | 504 | 29.95 | Explain what gravity is. | |
| 141 | 49 | mlx-community/gemma-4-31b-it-8bit @ agent-cached-turn3 agent-cached-turn3 --enable-prefix-caching |
OK | 0.0 | 2.0 | 349 | 20.75 | Name three primary colors and explain why they matter in des... | |
| 142 | 43 | mlx-community/gemma-4-31b-it-8bit @ agent-no-cache-turn3 agent-no-cache-turn3 | OK | 0.0 | 2.0 | 349 | 20.76 | Name three primary colors and explain why they matter in des... | |
| 143 | 174 | mlx-community/gemma-4-31b-it-8bit @ minimal-prompt minimal-prompt | OK | 0.7 | 2.0 | 78 | 4.64 | Hi | |
| 144 | 41 | mlx-community/gemma-4-31b-it-8bit @ agent-no-cache-turn2 agent-no-cache-turn2 | OK | 0.0 | 2.0 | 349 | 20.77 | Name three primary colors and explain why they matter in des... | |
| 145 | 160 | mlx-community/gemma-4-31b-it-8bit @ tool-call-multi tool-call-multi | OK | 0.0 | 2.0 | 199 | 11.85 | tools: [{"type":"function","function":{"name":"get_weather",... | |
| 146 | 45 | mlx-community/gemma-4-31b-it-8bit @ agent-cached-turn1 agent-cached-turn1 --enable-prefix-caching |
OK | 0.0 | 2.0 | 349 | 20.81 | Name three primary colors and explain why they matter in des... | |
| 147 | 39 | mlx-community/gemma-4-31b-it-8bit @ agent-no-cache-turn1 agent-no-cache-turn1 | OK | 0.0 | 2.0 | 349 | 20.82 | Name three primary colors and explain why they matter in des... | |
| 148 | 22 | mlx-community/gemma-4-31b-it-8bit @ with-penalty with-penalty --presence-penalty 1.5 |
OK | 0.8 | 2.0 | 2227 | 133.14 | Write a long essay about the history of bread making across ... | |
| 149 | 23 | mlx-community/gemma-4-31b-it-8bit @ repetition-penalty repetition-penalty --repetition-penalty 1.2 |
OK | 0.8 | 2.0 | 404 | 24.17 | Name three primary colors and explain why they matter in des... | |
| 150 | 21 | mlx-community/gemma-4-31b-it-8bit @ with-penalty with-penalty --presence-penalty 1.5 |
OK | 0.8 | 2.0 | 328 | 19.63 | Name three primary colors and explain why they matter in des... | |
| 151 | 24 | mlx-community/gemma-4-31b-it-8bit @ repetition-penalty repetition-penalty --repetition-penalty 1.2 |
OK | 0.8 | 2.0 | 2172 | 129.95 | Write a long essay about the history of bread making across ... | |
| 152 | 128 | mlx-community/gemma-4-31b-it-8bit @ stop-low-max-tokens stop-low-max-tokens | OK | 0.0 | 3.0 | 100 | 5.98 | List 10 mountains, numbered 1 through 10, one per line. | |
| 153 | 157 | mlx-community/gemma-4-31b-it-8bit @ tool-call-xml tool-call-xml --tool-call-parser xmlFunction |
OK | 0.0 | 3.0 | 123 | 7.37 | tools: [{"type":"function","function":{"name":"get_weather",... | |
| 154 | 48 | mlx-community/gemma-4-31b-it-8bit @ agent-cached-turn2 agent-cached-turn2 --enable-prefix-caching |
OK | 0.0 | 2.0 | 83 | 4.97 | Now add a --timeout flag to the CLI that sets a request time... | |
| 155 | 52 | mlx-community/gemma-4-31b-it-8bit @ short-output short-output | OK | 0.7 | 2.0 | 50 | 3.0 | Describe the entire history of Rome. | |
| 156 | 76 | mlx-community/gemma-4-31b-it-8bit @ stop-newline stop-newline | OK | 0.0 | 2.0 | 73 | 4.45 | What is the capital of France? Answer in one sentence. | |
| 157 | 46 | mlx-community/gemma-4-31b-it-8bit @ agent-cached-turn1 agent-cached-turn1 --enable-prefix-caching |
OK | 0.0 | 2.0 | 65 | 3.98 | Read the file Sources/MacLocalAPI/main.swift and explain wha... | |
| 158 | 127 | mlx-community/gemma-4-31b-it-8bit @ stop-low-max-tokens stop-low-max-tokens | OK | 0.0 | 3.0 | 100 | 6.26 | Name three primary colors and explain why they matter in des... | |
| 159 | 56 | mlx-community/gemma-4-31b-it-8bit @ logprobs logprobs --max-logprobs 5 |
OK | 0.0 | 2.0 | 40 | 2.51 | What is 1+1? | |
| 160 | 38 | mlx-community/gemma-4-31b-it-8bit @ guided-json-nested guided-json-nested --guided-json '{"type":"object","properties":{"city":{"type":"string"},"population":{"type":"integer"},"landmarks":{"type":"array","items":{"type":"string"}}},"required":["city","population","landmarks"]}' |
OK | 0.0 | 3.0 | 61 | 3.97 | Describe Tokyo as a structured record with at least 3 landma... | |
| 161 | 86 | mlx-community/gemma-4-31b-it-8bit @ stop-cli-multi stop-cli-multi --stop "```,DONE" |
OK | 0.0 | 2.0 | 169 | 11.21 | Write a bash script that prints the current date inside a co... | |
| 162 | 110 | mlx-community/gemma-4-31b-it-8bit @ stop-special-chars stop-special-chars | OK | 0.0 | 2.0 | 148 | 9.83 | List 3 facts about the moon. Use **bold** markdown for empha... | |
| 163 | 51 | mlx-community/gemma-4-31b-it-8bit @ short-output short-output | OK | 0.7 | 2.0 | 50 | 3.35 | Name three primary colors and explain why they matter in des... | |
| 164 | 42 | mlx-community/gemma-4-31b-it-8bit @ agent-no-cache-turn2 agent-no-cache-turn2 | OK | 0.0 | 2.0 | 83 | 5.59 | Now add a --timeout flag to the CLI that sets a request time... | |
| 165 | 74 | mlx-community/gemma-4-31b-it-8bit @ stop-multi stop-multi | OK | 0.0 | 2.0 | 76 | 5.14 | Write a Python hello world program in a code block, then wri... | |
| 166 | 112 | mlx-community/gemma-4-31b-it-8bit @ stop-html-tag stop-html-tag | OK | 0.0 | 2.0 | 135 | 9.17 | Write an HTML unordered list of 5 fruits using <ul> and <li>... | |
| 167 | 114 | mlx-community/gemma-4-31b-it-8bit @ stop-unicode stop-unicode | OK | 0.0 | 2.0 | 180 | 12.41 | List 5 items about space using bullet points (•). | |
| 168 | 116 | mlx-community/gemma-4-31b-it-8bit @ stop-four-max stop-four-max | OK | 0.0 | 2.0 | 408 | 28.65 | List 10 facts about numbers, alternating between digit forma... | |
| 169 | 40 | mlx-community/gemma-4-31b-it-8bit @ agent-no-cache-turn1 agent-no-cache-turn1 | OK | 0.0 | 2.0 | 65 | 4.59 | Read the file Sources/MacLocalAPI/main.swift and explain wha... | |
| 170 | 104 | mlx-community/gemma-4-31b-it-8bit @ stop-multi-word stop-multi-word | OK | 0.0 | 2.0 | 204 | 14.78 | Write a 5-step recipe for making tea. Label each step as "St... | |
| 171 | 37 | mlx-community/gemma-4-31b-it-8bit @ guided-json-nested guided-json-nested --guided-json '{"type":"object","properties":{"city":{"type":"string"},"population":{"type":"integer"},"landmarks":{"type":"array","items":{"type":"string"}}},"required":["city","population","landmarks"]}' |
OK | 0.0 | 3.0 | 47 | 3.46 | Name three primary colors and explain why they matter in des... | |
| 172 | 36 | mlx-community/gemma-4-31b-it-8bit @ guided-json-simple guided-json-simple --guided-json '{"type":"object","properties":{"name":{"type":"string"},"age":{"type":"integer"}},"required":["name","age"]}' |
OK | 0.0 | 2.0 | 25 | 1.87 | Generate a person record. | |
| 173 | 100 | mlx-community/gemma-4-31b-it-8bit @ stop-json-object-key stop-json-object-key | OK | 0.0 | 2.0 | 130 | 9.82 | Generate a JSON object with keys "name", "age", and "city" f... | |
| 174 | 88 | mlx-community/gemma-4-31b-it-8bit @ stop-cli-api-merge stop-cli-api-merge --stop "5." |
OK | 0.0 | 2.0 | 108 | 8.44 | List 10 countries, numbered 1 through 10, one per line. | |
| 175 | 92 | mlx-community/gemma-4-31b-it-8bit @ stop-non-streaming stop-non-streaming --no-streaming |
OK | 0.0 | 2.0 | 114 | 9.0 | List 10 planets or celestial objects, numbered 1 through 10,... | |
| 176 | 90 | mlx-community/gemma-4-31b-it-8bit @ stop-cli-api-dedup stop-cli-api-dedup --stop "3." |
OK | 0.0 | 2.0 | 113 | 8.96 | List 10 cities, numbered 1 through 10, one per line. | |
| 177 | 93 | mlx-community/gemma-4-31b-it-8bit @ stop-guided-json-value stop-guided-json-value --guided-json '{"type":"object","properties":{"cities":{"type":"array","items":{"type":"string"}}},"required":["cities"]}' |
OK | 0.0 | 2.0 | 32 | 2.63 | Name three primary colors and explain why they matter in des... | |
| 178 | 72 | mlx-community/gemma-4-31b-it-8bit @ stop-single stop-single | OK | 0.0 | 2.0 | 87 | 7.35 | List 10 fruits, numbered 1-10, one per line. | |
| 179 | 126 | mlx-community/gemma-4-31b-it-8bit @ stop-seed-run2 stop-seed-run2 | OK | 0.7 | 2.0 | 105 | 8.9 | List 10 flowers, numbered 1 through 10, one per line. | |
| 180 | 124 | mlx-community/gemma-4-31b-it-8bit @ stop-seed-run1 stop-seed-run1 | OK | 0.7 | 2.0 | 105 | 8.92 | List 10 flowers, numbered 1 through 10, one per line. | |
| 181 | 35 | mlx-community/gemma-4-31b-it-8bit @ guided-json-simple guided-json-simple --guided-json '{"type":"object","properties":{"name":{"type":"string"},"age":{"type":"integer"}},"required":["name","age"]}' |
OK | 0.0 | 2.0 | 23 | 2.12 | Name three primary colors and explain why they matter in des... | |
| 182 | 84 | mlx-community/gemma-4-31b-it-8bit @ stop-cli-only stop-cli-only --stop "3." |
OK | 0.0 | 2.0 | 95 | 8.8 | List 10 types of cheese, numbered 1 through 10, one per line... | |
| 183 | 122 | mlx-community/gemma-4-31b-it-8bit @ stop-high-temp stop-high-temp | OK | 1.0 | 2.0 | 92 | 8.67 | List 10 random words, numbered 1 through 10, one per line. | |
| 184 | 98 | mlx-community/gemma-4-31b-it-8bit @ stop-guided-json-brace stop-guided-json-brace --guided-json '{"type":"object","properties":{"color":{"type":"string"},"hex":{"type":"string"}},"required":["color","hex"]}' |
OK | 0.0 | 2.0 | 12 | 1.86 | Describe the color blue with its hex code. | |
| 185 | 97 | mlx-community/gemma-4-31b-it-8bit @ stop-guided-json-brace stop-guided-json-brace --guided-json '{"type":"object","properties":{"color":{"type":"string"},"hex":{"type":"string"}},"required":["color","hex"]}' |
OK | 0.0 | 2.0 | 19 | 3.11 | Name three primary colors and explain why they matter in des... | |
| 186 | 94 | mlx-community/gemma-4-31b-it-8bit @ stop-guided-json-value stop-guided-json-value --guided-json '{"type":"object","properties":{"cities":{"type":"array","items":{"type":"string"}}},"required":["cities"]}' |
OK | 0.0 | 2.0 | 7 | 1.27 | List 5 major world cities as a JSON array. Include Tokyo. | |
| 187 | 96 | mlx-community/gemma-4-31b-it-8bit @ stop-guided-json-comma stop-guided-json-comma --guided-json '{"type":"object","properties":{"name":{"type":"string"},"age":{"type":"integer"},"city":{"type":"string"}},"required":["name","age","city"]}' |
OK | 0.0 | 2.0 | 6 | 1.17 | Generate a person profile for someone named Alice who is 30 ... | |
| 188 | 95 | mlx-community/gemma-4-31b-it-8bit @ stop-guided-json-comma stop-guided-json-comma --guided-json '{"type":"object","properties":{"name":{"type":"string"},"age":{"type":"integer"},"city":{"type":"string"}},"required":["name","age","city"]}' |
OK | 0.0 | 2.0 | 7 | 1.44 | Name three primary colors and explain why they matter in des... |
| Test | Model | Error | Config | Load (s) |
|---|---|---|---|---|
| 59 | mlx-community/gemma-4-31b-it-8bit @ kv-quantized kv-quantized | Connection error. | t=0.7 --kv-bits 4 | 2.0 |
| 60 | mlx-community/gemma-4-31b-it-8bit @ kv-quantized kv-quantized | Connection error. | t=0.7 --kv-bits 4 | 2.0 |