Fast Gemini model balancing multimodal reasoning, tool use, and cost
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
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...
Grok 4.5 is a model from SpaceXAI with frontier performance on coding, knowledge work, and STEM.
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...
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...
GLM-5 Turbo is a new model from Z.ai designed for fast inference and strong performance in agent-driven environments such as OpenClaw scenarios. It is deeply optimized for real-world agent workflows...
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,...
Agent-ready GPT for coding and computer-use workflows at a lower cost
GPT-5.4 is OpenAI’s latest frontier model, unifying the Codex and GPT lines into a single system. It features a 1M+ token context window (922K input, 128K output) with support for...
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...
GLM-5 is Z.ai’s flagship open-source foundation model engineered for complex systems design and long-horizon agent workflows. Built for expert developers, it delivers production-grade performance on large-scale programming tasks, rivaling leading...
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....
Claude Opus 4.5 is Anthropic’s frontier reasoning model optimized for complex software engineering, agentic workflows, and long-horizon computer use. It offers strong multimodal capabilities, competitive performance across real-world coding and...
Claude Opus 4.5 is Anthropic’s frontier reasoning model optimized for complex software engineering, agentic workflows, and long-horizon computer use. It offers strong multimodal capabilities, competitive performance across real-world coding and...
Mistral Large 4 is a frontier multimodal (text and image input) model from Mistral AI built for reasoning, coding, and agentic workloads. It offers a 1M-token context window with up...
Inception's diffusion reasoning model for chat, multi-step problem solving, and tool use
GLM-5V-Turbo is Z.ai’s first native multimodal agent foundation model, built for vision-based coding and agent-driven tasks. It natively handles image, video, and text inputs, excels at long-horizon planning, complex 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,...
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...
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...
Reasoning-first Gemini preview for agentic coding and complex problem solving
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...
Reliable GPT generation for broad coding, writing, and tool-assisted product work
GPT-5.2 is the latest frontier-grade model in the GPT-5 series, offering stronger agentic and long context perfomance compared to GPT-5.1. It uses adaptive reasoning to allocate computation dynamically, responding quickly...
Claude Opus 4 is benchmarked as the world’s best coding model, at time of release, bringing sustained performance on complex, long-running tasks and agent workflows. It sets new benchmarks in...
Grok 4.20 is a reasoning model from SpaceXAI with industry-leading speed and agentic tool calling capabilities. It combines the lowest hallucination rate on the market with strict prompt adherance, delivering...
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...
Hy3 is a 295B-parameter Mixture-of-Experts model from Tencent (21B active, 192 experts with top-8 routing) built for reasoning, agentic workflows, and real-world production use. It supports a configurable reasoning effort:...
Original GPT-5 workhorse for reasoning, coding, writing, and tool workflows
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...
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,...
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...
MiniMax-M2.5 is a SOTA large language model designed for real-world productivity. Trained in a diverse range of complex real-world digital working environments, M2.5 builds upon the coding expertise of M2.1...
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...
Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified and shows notable gains...
Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified and shows notable gains...
Upstage's flagship model, specialized for agentic use
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...
New Gemini flash lane bringing frontier-style multimodal reasoning to cheaper runs
Gemini 3 Flash Preview is a high speed, high value thinking model designed for agentic workflows, multi turn chat, and coding assistance. It delivers near Pro level reasoning and tool...
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,...
Coding-optimized GPT model for repository edits, reviews, and agentic software work
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 1263.0 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch | 1263.0 | 1.04858M | $0.375 | $1.875 | — | |||
| SpaceXAI: Grok 4.5x-ai/grok-4.5 | 1263.0 | 500K | $2 | $6 | — | |||
| Qwen: Qwen3.7 Plusqwen/qwen3.7-plus | 1262.0 | 1M | $0.32 | $1.28 | — | |||
| Qwen: Qwen3.7 Plus (batch)qwen/qwen3.7-plus:batch | 1262.0 | 262.144K | $0.23 | $0.92 | — | |||
| Anthropic: Claude Sonnet 4.6anthropic/claude-sonnet-4.6 | 1259.0 | 1M | $3 | $15 | — | |||
| Anthropic: Claude Sonnet 4.6 (batch)anthropic/claude-sonnet-4.6:batch | 1259.0 | 1M | $1.5 | $7.5 | — | |||
| MoonshotAI: Kimi K2.7 Code (batch)moonshotai/kimi-k2.7-code:batch | 1252.0 | 262.144K | $0.475 | $2 | — | |||
| Z.ai: GLM 5 Turboz-ai/glm-5-turbo | 1247.0 | 202.752K | $1.2 | $4 | — | |||
| MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch | 1240.0 | 524.288K | $0.3 | $1.2 | — | |||
| MiniMax: MiniMax M3 (free)minimax/minimax-m3:free | 1239.0 | 1.04858M | Free | Free | — | |||
| GPT-5.4openai/gpt-5.4 | 1239.0 | 1.05M | $2.5 | $15 | 2026-03-05 | |||
| OpenAI: GPT-5.4 (batch)openai/gpt-5.4:batch | 1239.0 | 1.05M | $1.25 | $7.5 | — | |||
| MiniMax: MiniMax M2.7 (free)minimax/minimax-m2.7:free | 1234.0 | 196.608K | Free | Free | — | |||
| Z.ai: GLM 5z-ai/glm-5 | 1234.0 | 202.752K | $1 | $3.2 | — | |||
| DeepSeek: DeepSeek V4 Flash 0731 (batch)deepseek/deepseek-v4-flash-0731:batch | 1233.0 | 1.04858M | $0.11 | $0.33 | — | |||
| DeepSeek: DeepSeek V4 Flash 0731 (free)deepseek/deepseek-v4-flash-0731:free | 1233.0 | 1.04858M | Free | Free | — | |||
| Anthropic: Claude Opus 4.5anthropic/claude-opus-4.5 | 1229.0 | 200K | $5 | $25 | — | |||
| Anthropic: Claude Opus 4.5 (batch)anthropic/claude-opus-4.5:batch | 1229.0 | 200K | $2.5 | $12.5 | — | |||
| Mistral: Mistral Large 4mistralai/mistral-large-4-0 | 1226.0 | 1.04858M | $1.36 | $4.18 | — | |||
| Mercury 3inception/mercury-3 | 1221.0 | 1M | $0.1 | $0.35 | 2026-10-16 | |||
| Z.ai: GLM 5V Turboz-ai/glm-5v-turbo | 1219.0 | 202.752K | $1.2 | $4 | — | |||
| MiniMax: MiniMax M3minimax/minimax-m3 | 1211.0 | 524.288K | $0.3 | $1.2 | — | |||
| Qwen: Qwen3.6 Plusqwen/qwen3.6-plus | 1211.0 | 1M | $0.325 | $1.95 | — | |||
| MiniMax: MiniMax M2.7minimax/minimax-m2.7 | 1209.0 | 204.8K | $0.3 | $1.2 | — | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1202.0 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch | 1202.0 | 1.04858M | $1 | $6 | — | |||
| GPT-5.2openai/gpt-5.2 | 1195.0 | 400K | $1.75 | $14 | 2025-12-11 | |||
| OpenAI: GPT-5.2 (batch)openai/gpt-5.2:batch | 1195.0 | 400K | $0.875 | $7 | — | |||
| Anthropic: Claude Opus 4anthropic/claude-opus-4 | 1194.0 | 200K | $15 | $75 | — | |||
| SpaceXAI: Grok 4.20x-ai/grok-4.20 | 1193.0 | 2M | $1.25 | $2.5 | — | |||
| Z.ai: GLM 4.7z-ai/glm-4.7 | 1189.0 | 204.8K | $0.54 | $1.98 | — | |||
| Tencent: Hy3 (free)tencent/hy3:free | 1188.0 | 262.144K | Free | Free | — | |||
| GPT-5openai/gpt-5 | 1185.0 | 400K | $1.25 | $10 | 2025-08-07 | |||
| OpenAI: GPT-5 (batch)openai/gpt-5:batch | 1185.0 | 400K | $0.625 | $5 | — | |||
| Thinking Machines: Inkling (batch)thinkingmachines/inkling:batch | 1180.0 | 524.288K | $1 | $4.05 | — | |||
| GPT-5.1openai/gpt-5.1 | 1179.0 | 400K | $1.25 | $10 | 2025-11-13 | |||
| OpenAI: GPT-5.1 (batch)openai/gpt-5.1:batch | 1179.0 | 400K | $0.625 | $5 | — | |||
| MiniMax: MiniMax M2.5minimax/minimax-m2.5 | 1176.0 | 204.8K | $0.3 | $1.2 | — | |||
| SpaceXAI: Grok 4.3x-ai/grok-4.3 | 1172.0 | 1M | $1.25 | $2.5 | — | |||
| SpaceXAI: Grok 4.3 (batch)x-ai/grok-4.3:batch | 1172.0 | 1M | $1 | $2 | — | |||
| Anthropic: Claude Opus 4.1anthropic/claude-opus-4.1 | 1171.0 | 200K | $15 | $75 | — | |||
| Anthropic: Claude Opus 4.1 (batch)anthropic/claude-opus-4.1:batch | 1171.0 | 200K | $7.5 | $37.5 | — | |||
| Solar Pro 4upstage/solar-pro4 | 1170.0 | 524.288K | $0.3 | $1.2 | 2026-08-06 | |||
| Anthropic: Claude Sonnet 4.5anthropic/claude-sonnet-4.5 | 1166.0 | 1M | $3 | $15 | — | |||
| Anthropic: Claude Sonnet 4.5 (batch)anthropic/claude-sonnet-4.5:batch | 1166.0 | 1M | $1.5 | $7.5 | — | |||
| Gemini 3 Flash Previewgoogle/gemini-3-flash-preview | 1166.0 | 1.04858M | $0.5 | $3 | 2025-12-17 | |||
| Google: Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batch | 1166.0 | 1.04858M | $0.25 | $1.5 | — | |||
| Thinking Machines: Inkling (free)thinkingmachines/inkling:free | 1166.0 | 1.04858M | Free | Free | — | |||
| GPT-5.3 Codexopenai/gpt-5.3-codex | 1161.0 | 400K | $1.75 | $14 | 2026-02-05 |