by capability
Models with tool calling
Models that support function/tool calling for agentic workflows.
What this is
Ranked by capability match + real benchmark scores + live pricing, daily-refreshed. Benchmark sources: Aider Polyglot (coding) and Artificial Analysis Intelligence Index (overall, coding, agentic). Full methodology →
| # | Model | Score | In / 1M | Out / 1M | Context | |
|---|---|---|---|---|---|---|
| 1 | ByteDance Seed: Seed 2.1 Turbo NEWbytedance-seed/seed-2-1-turbo | — | $0.500 | $2.500 | 262,144 | Details → |
| 2 | ByteDance Seed: Seed-2.0-Code NEWbytedance-seed/seed-2.0-code | — | $0.500 | $3.000 | 262,144 | Details → |
| 3 | SpaceXAI: Grok 4.6 NEWx-ai/grok-4.6 | 100 3/5 | $2.000 | $6.000 | 500,000 | Details → |
| 4 | Sakana: Sakana Namazu NEWsakana/sakana-namazu | — | $0.950 | $4.000 | 262,144 | Details → |
| 5 | Meta: Muse Spark 1.2 NEWmeta/muse-spark-1.2 | 92 3/5 | $1.250 | $4.250 | 1,048,576 | Details → |
| 6 | Qwen: Qwen3.8 Max NEWqwen/qwen3.8-max | 98 3/5 | $2.000 | $6.000 | 1,000,000 | Details → |
| 7 | Thinking Machines: Inkling Small NEWthinkingmachines/inkling-small | 69 3/5 | $0.450 | $1.200 | 524,288 | Details → |
| 8 | Qwen: Qwen3.7 Flashqwen/qwen3.7-flash | — | $0.030 | $0.130 | 1,000,000 | Details → |
| 9 | Claude Opus 5 (batch)anthropic/claude-opus-5:batch | 100 3/5 | $2.500 | $12.500 | 1,000,000 | Details → |
| 10 | Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash | 84 3/5 | $1.500 | $7.500 | 1,048,576 | Details → |
| 11 | Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch | 84 3/5 | $0.750 | $3.750 | 1,048,576 | Details → |
| 12 | Google: Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-lite | 62 3/5 | $0.300 | $2.500 | 1,048,576 | Details → |
| 13 | Google: Gemini 3.5 Flash Lite (batch)google/gemini-3.5-flash-lite:batch | 62 3/5 | $0.150 | $1.250 | 1,048,576 | Details → |
| 14 | Thinking Machines: Inklingthinkingmachines/inkling | 70 3/5 | $0.950 | $4.050 | 1,048,576 | Details → |
| 15 | Thinking Machines: Inkling (batch)thinkingmachines/inkling:batch | 70 3/5 | $0.500 | $2.025 | 524,288 | Details → |
| 16 | MoonshotAI: Kimi K3moonshotai/kimi-k3 | 97 3/5 | $3.000 | $15.000 | 1,048,576 | Details → |
| 17 | Meta: Muse Spark 1.1meta/muse-spark-1.1 | 85 3/5 | $1.250 | $4.250 | 1,048,576 | Details → |
| 18 | OpenAI: GPT-5.6 Luna Proopenai/gpt-5.6-luna-pro | — | $0.100 | $0.600 | 1,050,000 | Details → |
| 19 | OpenAI: GPT-5.6 Luna Pro (batch)openai/gpt-5.6-luna-pro:batch | — | $0.100 | $0.600 | 1,050,000 | Details → |
| 20 | OpenAI: GPT-5.6 Lunaopenai/gpt-5.6-luna | 88 3/5 | $0.100 | $0.600 | 1,050,000 | Details → |
| 21 | OpenAI: GPT-5.6 Luna (batch)openai/gpt-5.6-luna:batch | 88 3/5 | $0.100 | $0.600 | 1,050,000 | Details → |
| 22 | OpenAI: GPT-5.6 Terra Proopenai/gpt-5.6-terra-pro | — | $1.000 | $6.000 | 1,050,000 | Details → |
| 23 | OpenAI: GPT-5.6 Terra Pro (batch)openai/gpt-5.6-terra-pro:batch | — | $1.000 | $6.000 | 1,050,000 | Details → |
| 24 | OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terra | 93 3/5 | $1.000 | $6.000 | 1,050,000 | Details → |
| 25 | OpenAI: GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batch | 93 3/5 | $1.000 | $6.000 | 1,050,000 | Details → |
| 26 | OpenAI: GPT-5.6 Sol Pro (batch)openai/gpt-5.6-sol-pro:batch | — | $2.500 | $15.000 | 1,050,000 | Details → |
| 27 | OpenAI: GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batch | 99 3/5 | $2.500 | $15.000 | 1,050,000 | Details → |
| 28 | SpaceXAI: Grok 4.5x-ai/grok-4.5 | 92 3/5 | $2.000 | $6.000 | 500,000 | Details → |
| 29 | xAI: Grok Latest~x-ai/grok-latest | 11 1/5 | $2.000 | $6.000 | 500,000 | Details → |
| 30 | Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 | 92 3/5 | $2.000 | $10.000 | 1,000,000 | Details → |
| 31 | Anthropic: Claude Sonnet 5 (batch)anthropic/claude-sonnet-5:batch | 92 3/5 | $1.000 | $5.000 | 1,000,000 | Details → |
| 32 | Nex AGI: Nex-N2-Mininex-agi/nex-n2-mini | — | $0.025 | $0.100 | 262,144 | Details → |
| 33 | MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 74 3/5 | $0.670 | $3.400 | 262,144 | Details → |
| 34 | MoonshotAI: Kimi K2.7 Code (batch)moonshotai/kimi-k2.7-code:batch | 74 3/5 | $0.475 | $2.000 | 262,144 | Details → |
| 35 | Qwen: Qwen3.7 Plusqwen/qwen3.7-plus | 64 3/5 | $0.320 | $1.280 | 1,000,000 | Details → |
| 36 | MiniMax: MiniMax M3minimax/minimax-m3 | 77 3/5 | $0.300 | $1.200 | 1,048,576 | Details → |
| 37 | MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch | 77 3/5 | $0.150 | $0.600 | 524,288 | Details → |
| 38 | StepFun: Step 3.7 Flashstepfun/step-3.7-flash | 50 3/5 | $0.200 | $1.150 | 262,144 | Details → |
| 39 | Anthropic: Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batch | 95 4/5 | $2.500 | $12.500 | 1,000,000 | Details → |
| 40 | SpaceXAI: Grok Build 0.1x-ai/grok-build-0.1 | — | $1.000 | $2.000 | 256,000 | Details → |
| 41 | Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash | 84 3/5 | $1.500 | $9.000 | 1,048,576 | Details → |
| 42 | Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch | 84 3/5 | $0.750 | $4.500 | 1,048,576 | Details → |
| 43 | Google: Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-lite | — | $0.250 | $1.500 | 1,048,576 | Details → |
| 44 | Google: Gemini 3.1 Flash Lite (batch)google/gemini-3.1-flash-lite:batch | — | $0.125 | $0.750 | 1,048,576 | Details → |
| 45 | SpaceXAI: Grok 4.3x-ai/grok-4.3 | 58 3/5 | $1.250 | $2.500 | 1,000,000 | Details → |
| 46 | Mistral: Mistral Medium 3.5mistralai/mistral-medium-3-5 | 52 3/5 | $1.500 | $7.500 | 262,144 | Details → |
| 47 | NVIDIA: Nemotron 3 Nano Omni (free)nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free | — | Free | Free | 256,000 | Details → |
| 48 | Anthropic Claude Haiku Latest~anthropic/claude-haiku-latest | — | $1.000 | $5.000 | 200,000 | Details → |
| 49 | OpenAI GPT Mini Latest~openai/gpt-mini-latest | — | $0.750 | $4.500 | 400,000 | Details → |
| 50 | Google Gemini Pro Latest~google/gemini-pro-latest | — | $2.000 | $12.000 | 1,048,576 | Details → |