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...
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...
GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...
GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...
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...
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...
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,...
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...
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...
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,...
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,...
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 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...
Strong small GPT for coding subagents, quick tool use, and high-volume work
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,...
Cheapest GPT-5.4 lane for simple routing, extraction, and bulk automation
GPT-5.4 nano is the most lightweight and cost-efficient variant of the GPT-5.4 family, optimized for speed-critical and high-volume tasks. It supports text and image inputs and is designed for low-latency...
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...
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...
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...
Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...
Qwen 3.6 Plus builds on a hybrid architecture that combines efficient linear attention with sparse mixture-of-experts routing, enabling strong scalability and high-performance inference. Compared to the 3.5 series, it delivers...
Qwen3.6 27B is a dense 27-billion-parameter language model from the Qwen Team at Alibaba, released in April 2026. It features hybrid multimodal capabilities — accepting text, image, and video inputs...
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...
Upstage's flagship model, specialized for agentic use
MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent...
MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent...
Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with...
Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with...
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 Build 0.1 is SpaceXAI’s fast coding model trained specifically for agentic software engineering workflows. It supports text and image inputs with text output, and is optimized for interactive 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...
Sharper GPT-5 generation for coding, product work, and tool-assisted tasks
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...
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Gemini 3.5 Flash Lite is a high-efficiency model from Google with upgraded agentic capabilities. It is suited for subagents that execute focused tasks within complex, multi-agent workflows.
NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...
NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...
The Qwen3.5 series 397B-A17B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. It delivers...
Mistral Medium 3.5 is a dense 128B instruction-following model from Mistral AI. It supports text and image inputs with text output, and is designed for agentic workflows, coding, and complex...
Mistral Medium 3.5 is a dense 128B instruction-following model from Mistral AI. It supports text and image inputs with text output, and is designed for agentic workflows, coding, and complex...
Compared with GLM-4.5, this generation brings several key improvements: Longer context window: The context window has been expanded from 128K to 200K tokens, enabling the model to handle more complex...
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...
Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...
Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...
DeepSeek-V3.1 Terminus is an update to [DeepSeek V3.1](/deepseek/deepseek-chat-v3.1) that maintains the model's original capabilities while addressing issues reported by users, including language consistency and agent capabilities, further optimizing the model's...
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch | 68.8 | 1.04858M | $1 | $6 | — | |||
| Z.ai: GLM 5.2z-ai/glm-5.2 | 68.8 | 1.04858M | $0.034 | $7 | — | |||
| Z.ai: GLM 5.2 (batch)z-ai/glm-5.2:batch | 68.8 | 1.04858M | $0.7 | $2.2 | — | |||
| Z.ai: GLM 5.2 (free)z-ai/glm-5.2:free | 68.8 | 131.072K | Free | Free | — | |||
| Qwen: Qwen3.8 27Bqwen/qwen3.8-27b | 68.1 | 262.144K | $0.2 | $2.5 | — | |||
| Qwen: Qwen3.8 27B (free)qwen/qwen3.8-27b:free | 68.1 | 262.144K | Free | Free | — | |||
| Qwen: Qwen3.7 Maxqwen/qwen3.7-max | 66.0 | 1M | $1.475 | $4.425 | — | |||
| Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 | 63.0 | 1M | $3 | $15 | — | |||
| Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch | 63.0 | 1M | $1.5 | $7.5 | — | |||
| MoonshotAI: Kimi K2.7 Code (batch)moonshotai/kimi-k2.7-code:batch | 60.8 | 262.144K | $0.475 | $2 | — | |||
| Kwaipilot: KAT-Coder-Pro V2kwaipilot/kat-coder-pro-v2 | 59.5 | 262.144K | $0.3 | $1.2 | — | |||
| MiniMax: MiniMax M3minimax/minimax-m3 | 58.6 | 524.288K | $0.3 | $1.2 | — | |||
| MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch | 58.6 | 524.288K | $0.3 | $1.2 | — | |||
| MiniMax: MiniMax M3 (free)minimax/minimax-m3:free | 58.6 | 1.04858M | Free | Free | — | |||
| inclusionAI: Ling 3.0 Flash VL (free)inclusionai/ling-3.0-flash-vl:free | 57.0 | 262.144K | Free | Free | — | |||
| GPT-5.4 miniopenai/gpt-5.4-mini | 56.1 | 400K | $0.75 | $4.5 | 2026-03-17 | |||
| OpenAI: GPT-5.4 Mini (batch)openai/gpt-5.4-mini:batch | 56.1 | 400K | $0.375 | $2.25 | — | |||
| GPT-5.4 nanoopenai/gpt-5.4-nano | 56.1 | 400K | $0.2 | $1.25 | 2026-03-17 | |||
| OpenAI: GPT-5.4 Nano (batch)openai/gpt-5.4-nano:batch | 56.1 | 400K | $0.1 | $0.625 | — | |||
| Qwen: Qwen3.7 Plusqwen/qwen3.7-plus | 55.9 | 1M | $0.32 | $1.28 | — | |||
| Qwen: Qwen3.7 Plus (batch)qwen/qwen3.7-plus:batch | 55.9 | 262.144K | $0.23 | $0.92 | — | |||
| Z.ai: GLM 5.1z-ai/glm-5.1 | 55.8 | 202.752K | $1.4 | $4.4 | — | |||
| inclusionAI: Ling 3.0 Flash Fin (free)inclusionai/ling-3.0-flash-fin:free | 55.6 | 262.144K | Free | Free | — | |||
| Qwen: Qwen3.6 Plusqwen/qwen3.6-plus | 54.5 | 1M | $0.325 | $1.95 | — | |||
| Qwen: Qwen3.6 27Bqwen/qwen3.6-27b | 53.7 | 262.144K | $0.25 | $2 | — | |||
| Thinking Machines: Inkling Small (batch)thinkingmachines/inkling-small:batch | 52.9 | 524.288K | $0.5 | $1.2 | — | |||
| Thinking Machines: Inkling Small (free)thinkingmachines/inkling-small:free | 52.9 | 1.04858M | Free | Free | — | |||
| Solar Pro 4upstage/solar-pro4 | 52.7 | 524.288K | $0.3 | $1.2 | 2026-08-06 | |||
| MiniMax: MiniMax M2.7minimax/minimax-m2.7 | 52.6 | 204.8K | $0.3 | $1.2 | — | |||
| MiniMax: MiniMax M2.7 (free)minimax/minimax-m2.7:free | 52.6 | 196.608K | Free | Free | — | |||
| Anthropic: Claude Sonnet 4.5anthropic/claude-sonnet-4.5 | 52.1 | 1M | $3 | $15 | — | |||
| Anthropic: Claude Sonnet 4.5 (batch)anthropic/claude-sonnet-4.5:batch | 52.1 | 1M | $1.5 | $7.5 | — | |||
| Thinking Machines: Inkling (batch)thinkingmachines/inkling:batch | 52.1 | 524.288K | $1 | $4.05 | — | |||
| Thinking Machines: Inkling (free)thinkingmachines/inkling:free | 52.1 | 1.04858M | Free | Free | — | |||
| SpaceXAI: Grok Build 0.1x-ai/grok-build-0.1 | 51.5 | 256K | $1 | $2 | — | |||
| Ling-3.0-flash (free)inclusionai/ling-3.0-flash:free | 50.6 | 262.144K | Free | Free | — | |||
| GPT-5.1openai/gpt-5.1 | 49.4 | 400K | $1.25 | $10 | 2025-11-13 | |||
| OpenAI: GPT-5.1 (batch)openai/gpt-5.1:batch | 49.4 | 400K | $0.625 | $5 | — | |||
| Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-lite | 49.3 | 1.04858M | $0.3 | $2.5 | 2026-07-21 | |||
| Google: Gemini 3.5 Flash Lite (batch)google/gemini-3.5-flash-lite:batch | 49.3 | 1.04858M | $0.15 | $1.25 | — | |||
| NVIDIA: Nemotron 3 Ultra (batch)nvidia/nemotron-3-ultra-550b-a55b:batch | 49.3 | 512.288K | $0.6 | $3.6 | — | |||
| NVIDIA: Nemotron 3 Ultra (free)nvidia/nemotron-3-ultra-550b-a55b:free | 49.3 | 1M | Free | Free | — | |||
| Qwen: Qwen3.5 397B A17Bqwen/qwen3.5-397b-a17b | 48.2 | 262.144K | $0.5 | $3.6 | — | |||
| Mistral: Mistral Medium 3.5mistralai/mistral-medium-3-5 | 46.9 | 262.144K | $1.5 | $7.5 | — | |||
| Mistral: Mistral Medium 3.5 (batch)mistralai/mistral-medium-3-5:batch | 46.9 | 262.144K | $0.75 | $3.75 | — | |||
| Z.ai: GLM 4.6z-ai/glm-4.6 | 45.8 | 204.8K | $0.55 | $2.2 | — | |||
| Z.ai: GLM 4.7z-ai/glm-4.7 | 45.3 | 204.8K | $0.54 | $1.98 | — | |||
| Anthropic: Claude Haiku 4.5anthropic/claude-haiku-4.5 | 43.9 | 200K | $1 | $5 | — | |||
| Anthropic: Claude Haiku 4.5 (batch)anthropic/claude-haiku-4.5:batch | 43.9 | 200K | $0.5 | $2.5 | — | |||
| DeepSeek: DeepSeek V3.1 Terminusdeepseek/deepseek-v3.1-terminus | 43.5 | 163.84K | $0.27 | $1 | — |