GPT-5.1 is the latest frontier-grade model in the GPT-5 series, offering stronger general-purpose reasoning, improved instruction adherence, and a more natural conversational style compared to GPT-5. It uses adaptive reasoning...
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
GPT-5.6 Luna is a fast, cost-efficient model in OpenAI's GPT-5.6 series. It is suited for high-volume, latency-sensitive tasks such as chat, classification, and lightweight agentic workflows, providing capable reasoning for...
GPT-5.6 Luna is a fast, cost-efficient model in OpenAI's GPT-5.6 series. It is suited for high-volume, latency-sensitive tasks such as chat, classification, and lightweight agentic workflows, providing capable reasoning for...
GPT-5.1 is the latest frontier-grade model in the GPT-5 series, offering stronger general-purpose reasoning, improved instruction adherence, and a more natural conversational style compared to GPT-5. It uses adaptive reasoning...
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
DeepSeek V4 Pro 0813 is a large-scale mixture-of-experts model from DeepSeek. This is the GA release of DeepSeek V4 Pro.
DeepSeek V4 Pro 0813 is a large-scale mixture-of-experts model from DeepSeek. This is the GA release of DeepSeek V4 Pro.
Kimi K2.5 is Moonshot AI's native multimodal model, delivering state-of-the-art visual coding capability and a self-directed agent swarm paradigm. Built on Kimi K2 with continued pretraining over approximately 15T mixed...
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
GPT-5 is OpenAI’s most advanced model, offering major improvements in reasoning, code quality, and user experience. It is optimized for complex tasks that require step-by-step reasoning, instruction following, and accuracy...
GPT-5 is OpenAI’s most advanced model, offering major improvements in reasoning, code quality, and user experience. It is optimized for complex tasks that require step-by-step reasoning, instruction following, and accuracy...
DeepSeek V4 Flash 0731 is a sparse mixture-of-experts model from DeepSeek, with 13B active parameters out of 284B total. This re-post-trained revision is suited for coding, reasoning, and agent workflows....
DeepSeek V4 Flash 0731 is a sparse mixture-of-experts model from DeepSeek, with 13B active parameters out of 284B total. This re-post-trained revision is suited for coding, reasoning, and agent workflows....
GLM-4.7 is Z.ai’s latest flagship model, featuring upgrades in two key areas: enhanced programming capabilities and more stable multi-step reasoning/execution. It demonstrates significant improvements in executing complex agent tasks while...
Gemini 3.6 Flash is a high-efficiency model from Google for coding, agentic workflows, and web and app development. It is designed to produce polished outputs with fewer unnecessary edits and...
Muse Spark 1.1 is a multimodal reasoning model from Meta, built for agentic tasks. It accepts text, images, video, audio, and PDF documents and returns text, with a 1M-token context...
Gemini 3.6 Flash is a high-efficiency model from Google for coding, agentic workflows, and web and app development. It is designed to produce polished outputs with fewer unnecessary edits and...
Qwen3.8 27B is an open-weight dense vision-language model from Qwen. It is suited for coding, professional workflows, research, multimodal interaction, and long-running agent tasks, with flexible thinking that can be...
KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,...
Gemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...
Gemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...
Ring-2.6-1T is a 1T-parameter-scale thinking model with 63B active parameters, built for real-world agent workflows that require both strong capability and operational efficiency. It is optimized for coding agents, tool...
Step 3.7 Flash is StepFun's latest high-efficiency multimodal Mixture-of-Experts model. It pairs a 196B-parameter language backbone with a vision encoder for native image and video understanding, activating roughly 11B parameters...
DeepSeek V4 Pro is a large-scale Mixture-of-Experts model from DeepSeek with 1.6T total parameters and 49B activated parameters, supporting a 1M-token context window. It is designed for advanced reasoning, coding,...
Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...
Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...
Qwen3.7-Max is the flagship model in Alibaba's Qwen3.7 series. It supports text input and output and is designed for agent-centric workloads, with particular strengths in coding, office and productivity tasks,...
Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%),...
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
GLM-5.1 delivers a major leap in coding capability, with particularly significant gains in handling long-horizon tasks. Unlike previous models built around minute-level interactions, GLM-5.1 can work independently and continuously on...
MiMo-V2.5-Pro is Xiaomi’s flagship model, delivering strong performance in general agentic capabilities, complex software engineering, and long-horizon tasks, with top rankings on benchmarks such as ClawEval, GDPVal, and SWE-bench Pro....
MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts...
Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total. It is positioned as the smaller, more efficient member of...
Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total. It is positioned as the smaller, more efficient member of...
Gemma 4 26B A4B IT is an instruction-tuned Mixture-of-Experts (MoE) model from Google DeepMind. Despite 25.2B total parameters, only 3.8B activate per token during inference — delivering near-31B quality at...
Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total. It is positioned as the smaller, more efficient member of...
Hy3 preview is a high-efficiency Mixture-of-Experts model from Tencent designed for agentic workflows and production use. It supports configurable reasoning levels across disabled, low, and high modes, allowing it to...
Qwen3.7-Plus is a cost-effective model in Alibaba's Qwen3.7 series. It supports text and image input with text output, building on the series' text capabilities with a comprehensive upgrade to its...
Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...
Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...
Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...
Grok 4.3 is a reasoning model from SpaceXAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...
Grok 4.3 is a reasoning model from SpaceXAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...
DeepSeek V4 Flash is an efficiency-optimized Mixture-of-Experts model from DeepSeek with 284B total parameters and 13B activated parameters, supporting a 1M-token context window. It is designed for fast inference and...
GPT-5.4 mini brings the core capabilities of GPT-5.4 to a faster, more efficient model optimized for high-throughput workloads. It supports text and image inputs with strong performance across reasoning, coding,...
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| OpenAI: GPT-5.1openai/gpt-5.1 | 37.5 | 400K | $1.25 | $10 | 2025-11-13 | |||
| OpenAI: GPT-5.6 Lunaopenai/gpt-5.6-luna | 37.5 | 1.05M | $0.2 | $1.2 | 2026-07-09 | |||
| OpenAI: GPT-5.6 Luna (batch)openai/gpt-5.6-luna:batch | 37.5 | 1.05M | $0.1 | $0.6 | — | |||
| OpenAI: GPT-5.1 (batch)openai/gpt-5.1:batch | 37.5 | 400K | $0.625 | $5 | — | |||
| Ling-3.0-flash (free)inclusionai/ling-3.0-flash:free | 37.4 | 262.144K | Free | Free | — | |||
| DeepSeek: DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813 | 36.3 | 1.024M | $0.579 | $1.738 | 2026-08-12 | |||
| DeepSeek: DeepSeek V4 Pro 0813 (batch)deepseek/deepseek-v4-pro-0813:batch | 36.3 | 1.04858M | $0.66 | $1.98 | — | |||
| MoonshotAI: Kimi K2.5moonshotai/kimi-k2.5 | 36.0 | 262.144K | $0.45 | $2.25 | 2026-01 | |||
| MiniMax: MiniMax M3 (free)minimax/minimax-m3:free | 35.7 | 1.04858M | Free | Free | — | |||
| OpenAI: GPT-5openai/gpt-5 | 35.3 | 400K | $1.25 | $10 | 2025-08-07 | |||
| OpenAI: GPT-5 (batch)openai/gpt-5:batch | 35.3 | 400K | $0.625 | $5 | — | |||
| DeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731 | 34.5 | 1.04858M | $0.065 | $0.18 | 2026-07-31 | |||
| DeepSeek: DeepSeek V4 Flash 0731 (batch)deepseek/deepseek-v4-flash-0731:batch | 34.5 | 1.04858M | $0.11 | $0.33 | — | |||
| Z.ai: GLM 4.7z-ai/glm-4.7 | 34.5 | 202.752K | $0.4 | $1.75 | — | |||
| Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash | 34.3 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Meta: Muse Spark 1.1meta/muse-spark-1.1 | 34.3 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch | 34.3 | 1.04858M | $0.375 | $1.875 | — | |||
| Qwen: Qwen3.8 27Bqwen/qwen3.8-27b | 33.9 | 1M | $0.42 | $3 | — | |||
| Kwaipilot: KAT-Coder-Pro V2kwaipilot/kat-coder-pro-v2 | 33.7 | 262.144K | $0.3 | $1.2 | — | |||
| Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch | 33.0 | 1.04858M | $0.75 | $4.5 | — | |||
| Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash | 33.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| inclusionAI: Ring-2.6-1Tinclusionai/ring-2.6-1t | 31.7 | 262.144K | $0.075 | $0.625 | — | |||
| StepFun: Step 3.7 Flashstepfun/step-3.7-flash | 30.9 | 256K | $0.2 | $1.15 | 2026-05-29 | |||
| DeepSeek: DeepSeek V4 Pro 0423deepseek/deepseek-v4-pro | 30.9 | 1.024M | $0.948 | $1.896 | 2026-04-24 | |||
| Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 | 30.5 | 1M | $3 | $15 | — | |||
| Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch | 30.5 | 1M | $1.5 | $7.5 | — | |||
| Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch | 30.4 | 1.04858M | $1 | $6 | — | |||
| Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 30.4 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Qwen: Qwen3.7 Maxqwen/qwen3.7-max | 29.9 | 1M | $1.475 | $4.425 | — | |||
| Anthropic: Claude Sonnet 4anthropic/claude-sonnet-4 | 29.8 | 200K | $3 | $15 | — | |||
| MiniMax: MiniMax M3minimax/minimax-m3 | 29.6 | 524.288K | $0.3 | $1.2 | — | |||
| MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch | 29.6 | 524.288K | $0.3 | $1.2 | — | |||
| inclusionAI: Ling 3.0 Flashinclusionai/ling-3.0-flash | 27.4 | 262.144K | $0.021 | $0.063 | — | |||
| Z.ai: GLM 5.1z-ai/glm-5.1 | 26.4 | 200K | $0.966 | $3.036 | — | |||
| Xiaomi: MiMo-V2.5-Proxiaomi/mimo-v2.5-pro | 26.4 | 1.04858M | $0.435 | $0.87 | 2026-04-22 | |||
| MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 26.3 | 262.144K | $0.71 | $3.5 | 2026-06-12 | |||
| Thinking Machines: Inkling Small (batch)thinkingmachines/inkling-small:batch | 26.1 | 524.288K | $0.5 | $1.2 | — | |||
| Thinking Machines: Inkling Small (free)thinkingmachines/inkling-small:free | 26.1 | 1.04858M | Free | Free | — | |||
| Google: Gemma 4 26B A4B (free)google/gemma-4-26b-a4b-it:free | 26.1 | 262.144K | Free | Free | — | |||
| Thinking Machines: Inkling Smallthinkingmachines/inkling-small | 26.1 | 524.288K | $0.45 | $1.2 | 2026-07-30 | |||
| Tencent: Hy3 previewtencent/hy3-preview | 25.8 | 262.144K | $0.18 | $0.6 | 2026-04-20 | |||
| Qwen: Qwen3.7 Plusqwen/qwen3.7-plus | 25.8 | 1M | $0.32 | $1.28 | — | |||
| Thinking Machines: Inklingthinkingmachines/inkling | 25.5 | 1.04858M | $1 | $4.05 | 2026-07-15 | |||
| Thinking Machines: Inkling (batch)thinkingmachines/inkling:batch | 25.5 | 524.288K | $1 | $4.05 | — | |||
| Thinking Machines: Inkling (free)thinkingmachines/inkling:free | 25.5 | 1.04858M | Free | Free | — | |||
| SpaceXAI: Grok 4.3x-ai/grok-4.3 | 25.4 | 1M | $1.25 | $2.5 | — | |||
| SpaceXAI: Grok 4.3 (batch)x-ai/grok-4.3:batch | 25.4 | 1M | $1 | $2 | — | |||
| inclusionAI: Ling 3.0 Flash VL (free)inclusionai/ling-3.0-flash-vl:free | 24.8 | 262.144K | Free | Free | — | |||
| DeepSeek: DeepSeek V4 Flash 0423deepseek/deepseek-v4-flash | 24.8 | 1.024M | $0.086 | $0.171 | 2026-04-24 | |||
| OpenAI: GPT-5.4 Mini (batch)openai/gpt-5.4-mini:batch | 24.6 | 400K | $0.375 | $2.25 | — |