Codex GPT for repository edits, code review, and practical software agents
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Earlier Kimi frontier model for long-context agents, coding, and multimodal work
Original GPT-5 workhorse for reasoning, coding, writing, and tool workflows
Largest Nemotron 3 model for maximum open-weight reasoning and agent accuracy
Finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Thinking Kimi model for slower research passes, planning, and hard technical questions
High-effort o3 tier for difficult technical reasoning and careful answers
Open MiMo model for multimodal coding agents and long-context automation
Hybrid-reasoning DeepSeek model with thinking and non-thinking modes, sparse attention, and tool-use
Cheapest GPT-5.4 lane for simple routing, extraction, and bulk automation
Small GPT-5 for responsive agents, coding help, and everyday automation
Coding-optimized GPT model for repository edits, reviews, and agentic software work
Deliberate o-series reasoner for hard math, coding, and multi-step analysis
Hybrid-linear MoE reasoning model with 124B total and 5.1B active parameters for efficient agents
Newer StepFun flash model for faster agents, coding, and multimodal prompts
Meituan LongCat-2.0, a reasoning model with tool calling and a 1M-token context window
Muse Glimmer is a 30-billion-parameter open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark for always-on local agents, tool use, coding, and image understanding.
StepFun flash lane for quick multimodal reasoning and coding assistance
Open Gemma instruction model for efficient chat and self-hosted deployments
Fast o-series model for compact reasoning, coding, and tool use
Google's proven reasoning model for coding, math, and multimodal analysis
Low-latency Gemini model for high-volume multimodal and agent workloads
Fast Gemini workhorse for multimodal apps where latency and price matter
O-series reasoning model for hard analysis, math, coding, and planning
Largest Gemma 4 instruction model for open, self-hosted chat and reasoning
DeepSeek chat model for instruction following, coding, and analysis
Multimodal reasoning model for visual analysis, planning, and tool use
Cohere command model for multilingual enterprise agents, tools, and chat
May 2025 DeepSeek R1 update with improved mathematics, coding, and reasoning
Tiny GPT-5 lane for routing, extraction, classification, and bulk jobs
Fast NVIDIA Nemotron MoE for reliable agentic tasks across enterprise workloads
Nemotron middle tier for collaborative agents and high-volume reasoning workloads
Smaller o-series reasoner for economical coding, math, and planning tasks
O-series reasoning model for hard analysis, math, coding, and planning
Reasoning model for deliberate analysis, multi-step problem solving, and tool use
Web-grounded Sonar for multi-step research questions that need cited reasoning
Open GPT reasoning model for self-hosted agents and controllable deployments
Classic open reasoning model for transparent math, coding, and deliberate problem solving
Reasoning-optimized 398B MoE agent model with extended thinking for long-horizon and multi-turn tool use
Reasoning model for deliberate analysis, multi-step problem solving, and tool use
Lean Gemini 2.5 lane for cheap multimodal traffic and quick agents
Open GPT reasoning model for self-hosted agents and controllable deployments
Small Nemotron 3 MoE for efficient coding, math, and long-context agents
Reasoning model for deliberate analysis, multi-step problem solving, and tool use
Efficient model for low-latency assistance, extraction, and routine automation
Largest open Gemma 3 instruction model for multilingual text generation and visual understanding
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| GPT-5.1 Codexopenai/gpt-5.1-codex | 23.7 | 400K | $1.07 | $8.5 | 2025-11-13 | |||
| Kimi K2.5moonshotai/kimi-k2.5 | 23.5 | 262.144K | $0.375 | $2 | 2026-01-27 | |||
| GPT-5openai/gpt-5 | 23.0 | 400K | $1.25 | $10 | 2025-08-07 | |||
| Nemotron 3 Ultra 550B A55Bnvidia/nemotron-3-ultra-550b-a55b | 22.9 | 1M | $0.1 | $0.1 | 2026-06-04 | |||
| Ling 3.0 Flash Fininclusionai/ling-3.0-flash-fin | 22.6 | 262.144K | $0.075 | $0.22 | 2026-08-27 | |||
| Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-lite | 22.2 | 1.04858M | $0.3 | $2.5 | 2026-07-21 | |||
| Kimi K2 Thinkingmoonshotai/kimi-k2-thinking | 22.0 | 262.144K | $0.4 | $2.5 | 2025-11-06 | |||
| o3-proopenai/o3-pro | 21.9 | 200K | $20 | $80 | 2025-06-10 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 21.8 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| DeepSeek V3.2deepseek/deepseek-v3.2 | 21.5 | 128K | $0.209 | $0.31 | 2025-12-01 | |||
| GPT-5.4 nanoopenai/gpt-5.4-nano | 20.7 | 400K | $0.2 | $1.25 | 2026-03-17 | |||
| GPT-5 Miniopenai/gpt-5-mini | 20.6 | 400K | $0.25 | $2 | 2025-08-07 | |||
| GPT-5.1 Codex miniopenai/gpt-5.1-codex-mini | 20.4 | 400K | $0.22 | $1.8 | 2025-11-13 | |||
| o3openai/o3 | 20.2 | 200K | $2 | $8 | 2025-04-16 | |||
| Ling 3.0 Flashinclusionai/ling-3.0-flash | 20.1 | 262.144K | $0.021 | $0.063 | 2026-07-23 | |||
| Step 3.7 Flashstepfun/step-3.7-flash | 19.5 | 256K | $0.202 | $1.211 | 2026-05-29 | |||
| LongCat-2.0meituan/longcat-2.0 | 19.1 | 1M | $0.3 | $1.2 | 2026-06-30 | |||
| Muse Glimmer 30Bmeta/muse-glimmer-30b | 17.5 | 131.072K | $0.2 | $0.8 | 2026-08-10 | |||
| Step 3.5 Flashstepfun/step-3.5-flash | 17.0 | 256K | $0.105 | $0.314 | 2026-01-29 | |||
| Gemma 4 26B A4B ITgoogle/gemma-4-26b-a4b-it | 16.7 | 262.144K | $0.042 | $0.22 | 2026-04-02 | |||
| o4-miniopenai/o4-mini | 16.7 | 200K | $1.1 | $4.4 | 2025-04-16 | |||
| Gemini 2.5 Progoogle/gemini-2.5-pro | 16.1 | 1.04858M | $1.25 | $10 | 2025-06-17 | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 15.6 | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| Gemini 2.5 Flashgoogle/gemini-2.5-flash | 15.5 | 1.04858M | $0.3 | $2.5 | 2025-06-17 | |||
| o1openai/o1 | 15.2 | 200K | $15 | $60 | 2024-12-05 | |||
| Gemma 4 31B ITgoogle/gemma-4-31b-it | 14.7 | 262.144K | $0.1 | $0.25 | 2026-04-02 | |||
| DeepSeek V3.1deepseek/deepseek-chat-v3.1 | 13.7 | 163.84K | $0.19 | $0.79 | 2025-08-21 | |||
| Nova 2 Liteamazon/nova-2-lite-v1 | 13.4 | 1M | $0.3 | $2.5 | 2025-12-02 | |||
| Command Acohere/command-a | 13.1 | 256K | $2.5 | $10 | 2025-03-13 | |||
| DeepSeek R1 0528deepseek/deepseek-r1-0528 | 13.1 | 163.84K | $0.2 | $0.8 | 2025-05-28 | |||
| GPT-5 Nanoopenai/gpt-5-nano | 13.0 | 400K | $0.05 | $0.4 | 2025-08-07 | |||
| Nemotron 3.5 Lightning 30B A3Bnvidia/nemotron-3.5-lightning | 12.9 | 262.144K | $0.025 | $0.12 | 2026-08-11 | |||
| Nemotron 3 Super 120B A12Bnvidia/nemotron-3-super-120b-a12b | 12.8 | 262.144K | $0.05 | $0.25 | 2026-03-11 | |||
| o3-miniopenai/o3-mini | 12.5 | 200K | $1.1 | $4.4 | 2024-12-20 | |||
| o1-proopenai/o1-pro | 12.4 | 200K | $150 | $600 | 2025-03-19 | |||
| Mercury 2.5inception/mercury-2.5 | 12.3 | 260K | $0.2 | $0.75 | 2026-09-08 | |||
| Sonar Reasoning Properplexity/sonar-reasoning-pro | 11.8 | 128K | $2 | $8 | 2024-01-01 | |||
| GPT OSS 120Bopenai/gpt-oss-120b | 11.6 | 131.072K | $0.03 | $0.17 | 2025-08-05 | |||
| DeepSeek-R1deepseek/deepseek-r1 | 11.4 | 128K | $0.58 | $2.319 | 2025-01-20 | |||
| Trinity Large Thinkingarcee-ai/trinity-large-thinking | 10.8 | 524.288K | $0.25 | $0.9 | 2026-04-01 | |||
| Mercury 2inception/mercury-2 | 10.8 | 128K | $0.25 | $0.75 | 2026-02-24 | |||
| Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-lite | 10.4 | 1.04858M | $0.1 | $0.4 | 2025-06-17 | |||
| GPT OSS 20Bopenai/gpt-oss-20b | 10.0 | 131.072K | $0.018 | $0.09 | 2025-08-05 | |||
| Nemotron 3 Nano 30B A3Bnvidia/nemotron-3-nano-30b-a3b | 8.9 | 262.144K | $0.05 | $0.2 | 2025-12-15 | |||
| Hermes 4 405Bnousresearch/hermes-4-405b | 7.5 | 131.072K | $0.996 | $2.989 | 2025-08-26 | |||
| Reka Flash 3rekaai/reka-flash-3 | 6.4 | 65.536K | $0.1 | $0.2 | 2025-03-10 | |||
| Gemma 3 27B ITgoogle/gemma-3-27b-it | 4.9 | 131.072K | $0.08 | $0.45 | 2025-03-12 |