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59 models ranked12 boards36 tools tracked, 7 not what they werecaptured 25 Sep 2026against 24 Sep 202629 rose · 23 fell · 51 held · 8 newadoption, not capability

Best coding model right now

Measured inside the coding tools themselves, never scored on a benchmark.

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111 OF 111 ROWS
BOARDRANKMOVEMENTMODELPER MILLIONCONTEXTROUTED THROUGHVOLUMESCOREOPENROUTER
OVERALL1heldZ.ai: GLM 5.3 Flashz-ai/glm-5.3-flash$0.069/ M1.3M13.38T1001
OVERALL21DeepSeek: DeepSeek V4.1 Flashdeepseek/deepseek-v4.1-flash$0.53/ M1.0M2.06T44.832
OVERALL31DeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731$0.10/ M1.3M4.08T42.164
OVERALL4heldOpenAI: GPT-5.6 Lunaopenai/gpt-5.6-luna$0.45/ M1.1M1.54T28.945
OVERALL5heldNVIDIA: Nemotron 3 Ultranvidia/nemotron-3-ultra-550b-a55b$1.05/ M262K1.99T26.276
OVERALL6heldTencent: Hy4 previewtencent/hy4-preview$1.25/ M1.0M1.07T23.923
OVERALL71Z.ai: GLM 5.3z-ai/glm-5.3$2.15/ M1.3M1.89T23.3710
OVERALL81Poolside: Laguna S 2.1poolside/laguna-s-2.1$0.11/ M1.0M3.27T22.522
OVERALL91Meta: Muse Spark 1.3 Contributormeta/muse-spark-1.3-contributor$0.13/ M1.0M1.82T21.4813
OVERALL101MiniMax: MiniMax M3minimax/minimax-m3$0.53/ M1.0M1.97T21.4620
FREE1heldNVIDIA: Nemotron 3 Ultra (free)nvidia/nemotron-3-ultra-550b-a55b:freeFree1M1.99T26.276
FREE2heldPoolside: Laguna S 2.1 (free)poolside/laguna-s-2.1:freeFree262K3.27T22.522
FREE33Space Bunny Alphastealth/space-bunny-alphaFree1M1.14T19.3911
FREE41inclusionAI: Ling 3.0 Flash Fin (free)inclusionai/ling-3.0-flash-fin:freeFree262K436B11.1823
FREE51Dots Studio: Dots3-Note Preview (free)dots-studio/dots-3-note-preview:freeFree512K1.44T10.3931
FREE61Nex AGI: Nex-N2.5-Pro (free)nex-agi/nex-n2.5-pro:freeFree262K672B6.4141
FREE7heldThinking Machines: Inkling (free)thinkingmachines/inkling:freeFree1.0M12B5.5449
FREE8heldNVIDIA: Nemotron 3 Super (free)nvidia/nemotron-3-super-120b-a12b:freeFree262K378B4.7853
FREE9heldNVIDIA: Nemotron 3.5 Lightning (free)nvidia/nemotron-3.5-lightning:freeFree1M172B4.134
FREE10heldinclusionAI: Ling 3.0 Flash Sante (free)inclusionai/ling-3.0-flash-sante:freeFree262K183B3.7756
UNDER $1 / M1heldZ.ai: GLM 5.3 Flashz-ai/glm-5.3-flash$0.069/ M1.3M13.38T1001
UNDER $1 / M21DeepSeek: DeepSeek V4.1 Flashdeepseek/deepseek-v4.1-flash$0.53/ M1.0M2.06T44.832
UNDER $1 / M31DeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731$0.10/ M1.3M4.08T42.164
UNDER $1 / M4heldOpenAI: GPT-5.6 Lunaopenai/gpt-5.6-luna$0.45/ M1.1M1.54T28.945
UNDER $1 / M51Z.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch$0.84/ M1.0M1.89T23.3710
UNDER $1 / M61Poolside: Laguna S 2.1poolside/laguna-s-2.1$0.11/ M1.0M3.27T22.522
UNDER $1 / M71Meta: Muse Spark 1.3 Contributormeta/muse-spark-1.3-contributor$0.13/ M1.0M1.82T21.4813
UNDER $1 / M81MiniMax: MiniMax M3minimax/minimax-m3$0.53/ M1.0M1.97T21.4620
UNDER $1 / M9heldDeepSeek: DeepSeek V4 Flash 0423deepseek/deepseek-v4-flash$0.061/ M1.0M538B17.099
UNDER $1 / M10heldGoogle: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch$0.75/ M1.0M766B16.5112
$1 TO $5 / M1heldNVIDIA: Nemotron 3 Ultranvidia/nemotron-3-ultra-550b-a55b$1.05/ M262K1.99T26.276
$1 TO $5 / M2heldTencent: Hy4 previewtencent/hy4-preview$1.25/ M1.0M1.07T23.923
$1 TO $5 / M3heldZ.ai: GLM 5.3z-ai/glm-5.3$2.15/ M1.3M1.89T23.3710
$1 TO $5 / M41Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5$4.00/ M1M981B16.6819
$1 TO $5 / M51Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash$1.50/ M1.0M766B16.5112
$1 TO $5 / M6heldOpenAI: GPT-5.6 Solopenai/gpt-5.6-sol$4.00/ M1.1M1.73T15.6817
$1 TO $5 / M7heldMoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch$4.56/ M1.0M343B13.4921
$1 TO $5 / M8heldAnthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch$5.00/ M1M1.30T12.7526
$1 TO $5 / M91Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash$1.50/ M1.0M43B5.936
$1 TO $5 / M10NEWThinking Machines: Inklingthinkingmachines/inkling$1.76/ M1.0M12B5.5449
ABOVE $5 / M1heldMoonshotAI: Kimi K3moonshotai/kimi-k3$6.00/ M1.0M343B13.4921
ABOVE $5 / M2heldAnthropic: Claude Opus 5anthropic/claude-opus-5$10.00/ M1M1.30T12.7526
ABOVE $5 / M3heldOpenAI: GPT-6 Astraopenai/gpt-6-astra$20.00/ M1.1M724B7.4824
ABOVE $5 / M41Anthropic: Claude Fable 5.1anthropic/claude-fable-5.1$20.00/ M1M371B4.9838
ABOVE $5 / M51Anthropic: Claude Opus 4.8anthropic/claude-opus-4.8$10.00/ M1M332B4.5554
ABOVE $5 / M6heldAnthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6$6.00/ M1M5B2.9752
ABOVE $5 / M7NEWAnthropic: Claude Sonnet 4anthropic/claude-sonnet-4$6.00/ M200K160M2.52153
ABOVE $5 / M81Anthropic: Claude Opus 5.5anthropic/claude-opus-5.5$8.00/ M1MNOT ATTRIBUTED447B0.5943
ABOVE $5 / M91Anthropic: Claude Opus 4.6anthropic/claude-opus-4.6$10.00/ M1MNOT ATTRIBUTED114B0.1580
ABOVE $5 / M101Anthropic: Claude Sonnet 4.5anthropic/claude-sonnet-4.5$6.00/ M1MNOT ATTRIBUTED85B0.1188
AIDER1heldThinking Machines: Inkling (free)thinkingmachines/inkling:freeFree1.0M10B52.0449
AIDER2heldZ.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch$0.095/ M1.0M2B11.321
AIDER32DeepSeek: DeepSeek V4.1 Flash (batch)deepseek/deepseek-v4.1-flash:batch$0.17/ M1.0M779M4.092
AIDER4heldDeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731$0.10/ M1.3M724M3.84
AIDER51NVIDIA: Nemotron 3 Ultra (free)nvidia/nemotron-3-ultra-550b-a55b:freeFree1M593M3.116
AIDER61MiniMax: MiniMax M3minimax/minimax-m3$0.53/ M1.0M582M3.0620
AIDER71DeepSeek: DeepSeek V4 Pro 0423deepseek/deepseek-v4-pro$0.98/ M1.0M532M2.828
AIDER82Thinking Machines: Inkling Small (free)thinkingmachines/inkling-small:freeFree1.0M489M2.5776
AIDER9heldGoogle: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch$0.75/ M1.0M480M2.5236
AIDER10NEWGoogle: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch$0.75/ M1.0M392M2.0612
CLAUDE CODE1heldAnthropic: Claude Opus 4.8anthropic/claude-opus-4.8$10.00/ M1M332B10054
CLAUDE CODE2heldZ.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch$0.095/ M1.0M8.69T43.061
CLAUDE CODE3heldZ.ai: GLM 5.3 (batch)z-ai/glm-5.3:batch$0.84/ M1.0M1.77T8.810
CLAUDE CODE42DeepSeek: DeepSeek V4.1 Flash (batch)deepseek/deepseek-v4.1-flash:batch$0.17/ M1.0M1.35T6.672
CLAUDE CODE51Anthropic: Claude Opus 5 (batch)anthropic/claude-opus-5:batch$5.00/ M1M1.22T6.0626
CLAUDE CODE61Tencent: Hy4 previewtencent/hy4-preview$1.25/ M1.0M1.07T5.313
CLAUDE CODE72Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch$2.00/ M1M878B4.3519
CLAUDE CODE83Z.ai: GLM 5.2 (free)z-ai/glm-5.2:freeFree33K873B4.3318
CLAUDE CODE91MiniMax: MiniMax M3minimax/minimax-m3$0.53/ M1.0M768B3.8120
CLAUDE CODE10NEWGoogle: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch$0.75/ M1.0M714B3.5412
CLINE1heldZ.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch$0.095/ M1.0M4.09T34.521
CLINE2heldDeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731$0.10/ M1.3M3.12T26.324
CLINE3heldMeta: Muse Spark 1.3 Contributormeta/muse-spark-1.3-contributor$0.13/ M1.0M1.36T11.4313
CLINE4heldUpstage: Solar Pro 4upstage/solar-pro4$0.16/ M524K608B5.1316
CLINE55Space Bunny Alphastealth/space-bunny-alphaFree1M580B4.8911
CLINE61Poolside: Laguna S 2.1 (free)poolside/laguna-s-2.1:freeFree262K567B4.7822
CLINE71DeepSeek: DeepSeek V4 Flash 0423deepseek/deepseek-v4-flash$0.061/ M1.0M386B3.259
CLINE81Xiaomi: MiMo-V2.6-Flashxiaomi/mimo-v2.6-flash$0.17/ M1.0M240B2.0315
CLINE91Xiaomi: MiMo-V2.5xiaomi/mimo-v2.5$0.17/ M1.1M213B1.87
CLINE10NEWAnthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch$2.00/ M1M99B0.8319
OPENAI CODEX CLI1heldOpenAI: GPT-5.5BUNDLED DEFAULTopenai/gpt-5.5$11.25/ M1.1MNONE MEASUREDnot scored97
OPENAI CODEX CLI2heldOpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batch$2.00/ M1.1M1.58T31.517
OPENAI CODEX CLI3heldOpenAI: GPT-5.6 Luna (batch)openai/gpt-5.6-luna:batch$0.23/ M1.1M1.40T28.065
OPENAI CODEX CLI4heldOpenAI: GPT-6 Astra (batch)openai/gpt-6-astra:batch$10.00/ M1.1M724B14.4624
OPENAI CODEX CLI51DeepSeek: DeepSeek V4.1 Flash (batch)deepseek/deepseek-v4.1-flash:batch$0.17/ M1.0M356B7.112
OPENAI CODEX CLI61Meta: Muse Spark 1.3 Contributormeta/muse-spark-1.3-contributor$0.13/ M1.0M276B5.5213
OPENAI CODEX CLI71Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch$0.095/ M1.0M110B2.21
OPENAI CODEX CLI81OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batch$2.25/ M1.1M107B2.1332
OPENAI CODEX CLI9NEWSpace Bunny Alphastealth/space-bunny-alphaFree1M68B1.3711
OPENAI CODEX CLI10heldGoogle: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch$0.75/ M1.0M49B0.9912
KILO CODE1heldPoolside: Laguna S 2.1 (free)poolside/laguna-s-2.1:freeFree262K2.70T21.8922
KILO CODE2heldNVIDIA: Nemotron 3 Ultra (free)nvidia/nemotron-3-ultra-550b-a55b:freeFree1M1.94T15.746
KILO CODE3heldDots Studio: Dots3-Note Preview (free)dots-studio/dots-3-note-preview:freeFree512K1.44T11.6931
KILO CODE4heldMiniMax: MiniMax M3minimax/minimax-m3$0.53/ M1.0M1.11T8.9820
KILO CODE5heldinclusionAI: Ling 3.0 Flash VLinclusionai/ling-3.0-flash-vl$0.090/ M262K714B5.7939
KILO CODE6heldNex AGI: Nex-N2.5-Pro (free)nex-agi/nex-n2.5-pro:freeFree262K672B5.4441
KILO CODE71DeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731$0.10/ M1.3M524B4.254
KILO CODE81Tencent: Hy3tencent/hy3$0.23/ M262K468B3.798
KILO CODE9heldZ.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch$0.095/ M1.0M463B3.751
KILO CODE10NEWinclusionAI: Ling 3.0 Flash Fin (free)inclusionai/ling-3.0-flash-fin:freeFree262K390B3.1623
ROO CODE1heldDeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731$0.10/ M1.3M42B23.954
ROO CODE2heldZ.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch$0.095/ M1.0M23B13.391
ROO CODE31DeepSeek: DeepSeek V4.1 Flash (batch)deepseek/deepseek-v4.1-flash:batch$0.17/ M1.0M17B9.772
ROO CODE41MiniMax: MiniMax M3minimax/minimax-m3$0.53/ M1.0M17B9.4920
ROO CODE51DeepSeek: DeepSeek V4 Flash 0423deepseek/deepseek-v4-flash$0.061/ M1.0M12B6.719
ROO CODE61NVIDIA: Nemotron 3 Ultra (free)nvidia/nemotron-3-ultra-550b-a55b:freeFree1M8B4.466
ROO CODE71Xiaomi: MiMo-V2.5xiaomi/mimo-v2.5$0.17/ M1.1M6B3.687
ROO CODE82DeepSeek: DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813$0.69/ M1.0M5B3.1125
ROO CODE9heldAnthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch$3.00/ M1M5B3.0652
ROO CODE10NEWDeepSeek: DeepSeek V4 Pro 0423deepseek/deepseek-v4-pro$0.98/ M1.0M5B2.9228
CODEX CLOUD TASKS1heldOpenAI: GPT-5.5BUNDLED DEFAULTopenai/gpt-5.5$11.25/ M1.1MNONE MEASUREDnot scored97