Claude Opus 5 is Anthropic’s flagship model for demanding reasoning, coding, and long-horizon agentic work. It is particularly strong at end-to-end software tasks, code review and bug finding, visual analysis...
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
GPT-6 Astra is OpenAI's flagship model for demanding end-to-end work. It is suited for advanced analysis, software engineering, deep research, scientific work, and document creation, with particular strengths in long-horizon...
Claude Fable 5 is a Mythos-class model from Anthropic, built for autonomous knowledge work and coding. It supports text, image, and file inputs with text output, with reasoning support and...
Kimi K3 is a 2.8T parameter open-weight multimodal reasoning model from Moonshot AI. It is suited for complex coding, knowledge work, and long-horizon agentic workflows, and is particularly strong at...
GPT-5.6 Sol is the flagship model in OpenAI's GPT-5.6 series. It is suited for complex reasoning, coding, and agentic workflows, and is particularly strong at command-line and multi-step coding tasks...
Sonnet 5 is Anthropic's most capable Sonnet-class model, with frontier performance across coding, agents, and professional work. It supports adaptive thinking with selectable reasoning effort levels (low, medium, high, max,...
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...
Muse Spark 1.2 is a reasoning model from Meta, designed for complex agentic tasks. It accepts text, images, video, audio, and PDF documents, returns text, and offers a 1M-token context...
GPT-5.6 Terra is a balanced model in OpenAI's GPT-5.6 series, positioned between the flagship Sol tier and the cost-efficient Luna tier. It is suited for everyday coding, reasoning, and agentic...
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...
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 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....
Gemini 3.8 Flash is Google's most intelligent Flash model with significant gains from 3.7 Flash across software engineering, agentic tasks, and multi-step reasoning.
GPT-5.5 is OpenAI’s frontier model designed for complex professional workloads, building on GPT-5.4 with stronger reasoning, higher reliability, and improved token efficiency on hard tasks. It features a 1M+ token...
Gemini 3.7 Flash is a multimodal model from Google for fast agentic workflows, coding, and complex multi-step reasoning. It is designed for tasks that require responsive performance and reliable multi-step...
Solar Pro 4 is Upstage's cost-efficient large language model, featuring a 524K context window. It is built for long-horizon tasks and agentic workflows, with strong capabilities in office productivity, document-intensive...
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...
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...
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,...
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 3.5 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...
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...
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...
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 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,...
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...
Kimi K2.6 is Moonshot AI's next-generation multimodal model, designed for long-horizon coding, coding-driven UI/UX generation, and multi-agent orchestration. It handles complex end-to-end coding tasks across Python, Rust, and Go, and...
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...
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...
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...
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...
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,...
DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...
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...
MiMo-V2.5 is a native omnimodal model by Xiaomi. It delivers Pro-level agentic performance at roughly half the inference cost, while surpassing MiMo-V2-Omni in multimodal perception across image and video understanding...
LongCat 2.0 is a sparse mixture-of-experts language model from Meituan, with 48B active parameters out of 1.6T total. It is suited for coding, repository-level changes, long-horizon problem solving, and agentic...
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.
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...
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...
GPT-5 Mini is a compact version of GPT-5, designed to handle lighter-weight reasoning tasks. It provides the same instruction-following and safety-tuning benefits as GPT-5, but with reduced latency and cost....
Gemma 4 31B Instruct is Google DeepMind's 30.7B dense multimodal model supporting text and image input with text output. Features a 256K token context window, configurable thinking/reasoning mode, native function...
gpt-oss-120b is an open-weight, 117B-parameter Mixture-of-Experts (MoE) language model from OpenAI designed for high-reasoning, agentic, and general-purpose production use cases. It activates 5.1B parameters per forward pass and is optimized...
NVIDIA Nemotron 3.5 Lightning is an open mixture-of-experts model from NVIDIA, with 3B active parameters out of 30B total. It is suited for high-throughput agentic workloads and specialized tasks that...
NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. Built on a hybrid Mamba-Transformer...
Gemini 2.5 Pro is Google’s state-of-the-art AI model designed for advanced reasoning, coding, mathematics, and scientific tasks. It employs “thinking” capabilities, enabling it to reason through responses with enhanced accuracy...
Gemini 3.1 Flash Lite Preview is Google's high-efficiency model optimized for high-volume use cases. It outperforms Gemini 2.5 Flash Lite on overall quality and approaches Gemini 2.5 Flash performance across...
Kimi K2 Thinking is Moonshot AI’s most advanced open reasoning model to date, extending the K2 series into agentic, long-horizon reasoning. Built on the trillion-parameter Mixture-of-Experts (MoE) architecture introduced in...
GPT-4.1 Mini is a mid-sized model delivering performance competitive with GPT-4o at substantially lower latency and cost. It retains a 1 million token context window and scores 45.1% on hard...
gpt-oss-20b is an open-weight 21B parameter model released by OpenAI under the Apache 2.0 license. It uses a Mixture-of-Experts (MoE) architecture with 3.6B active parameters per forward pass, optimized for...
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Claude Opus 5anthropic/claude-opus-5 | 56.2 | 1M | $5 | $25 | 2026-07-24 | |||
| OpenAI: GPT-6 Astraopenai/gpt-6-astra | 51.5 | 1.05M | $10 | $50 | 2026-09-04 | |||
| Anthropic: Claude Fable 5anthropic/claude-fable-5 | 51.0 | 1M | $10 | $50 | 2026-06-09 | |||
| MoonshotAI: Kimi K3moonshotai/kimi-k3 | 50.6 | 1.04858M | $1.616 | $8.105 | 2026-07-16 | |||
| OpenAI: GPT-5.6 Solopenai/gpt-5.6-sol | 50.5 | 1.05M | $2 | $10 | 2026-07-09 | |||
| Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 | 44.3 | 1M | $2 | $10 | 2026-06-30 | |||
| OpenAI: GPT-5.4openai/gpt-5.4 | 44.2 | 1.05M | $2.5 | $15 | 2026-03-05 | |||
| Meta: Muse Spark 1.2meta/muse-spark-1.2 | 44.0 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| OpenAI: GPT-5.6 Terraopenai/gpt-5.6-terra | 43.7 | 1.05M | $2 | $12 | 2026-07-09 | |||
| OpenAI: GPT-5.6 Lunaopenai/gpt-5.6-luna | 42.7 | 1.05M | $0.2 | $1.2 | 2026-07-09 | |||
| DeepSeek: DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813 | 42.3 | 1.024M | $0.579 | $1.738 | 2026-08-12 | |||
| DeepSeek: DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731 | 41.7 | 1.04858M | $0.065 | $0.18 | 2026-07-31 | |||
| Google: Gemini 3.8 Flashgoogle/gemini-3.8-flash | 41.1 | 1.04858M | $0.75 | $3.75 | 2026-09-02 | |||
| OpenAI: GPT-5.5openai/gpt-5.5 | 37.3 | 1.05M | $5 | $30 | 2026-04-23 | |||
| Google: Gemini 3.7 Flashgoogle/gemini-3.7-flash | 36.4 | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Upstage: Solar Pro 4upstage/solar-pro4 | 33.6 | 524.288K | $0.09 | $0.36 | 2026-08-06 | |||
| Google: Gemini 3.6 Flashgoogle/gemini-3.6-flash | 30.2 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| DeepSeek: DeepSeek V4 Flash 0423deepseek/deepseek-v4-flash | 27.9 | 1.024M | $0.068 | $0.135 | 2026-04-24 | |||
| DeepSeek: DeepSeek V4 Pro 0423deepseek/deepseek-v4-pro | 27.7 | 1.024M | $0.85 | $1.7 | 2026-04-24 | |||
| Meta: Muse Spark 1.1meta/muse-spark-1.1 | 27.5 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash | 27.3 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| OpenAI: GPT-5openai/gpt-5 | 26.5 | 400K | $1.25 | $10 | 2025-08-07 | |||
| Tencent: Hy3 previewtencent/hy3-preview | 25.6 | 262.144K | $0.18 | $0.6 | 2026-04-20 | |||
| Thinking Machines: Inkling Smallthinkingmachines/inkling-small | 25.0 | 524.288K | $0.45 | $1.2 | 2026-07-30 | |||
| Thinking Machines: Inklingthinkingmachines/inkling | 24.3 | 1.04858M | $1 | $4.05 | 2026-07-15 | |||
| Xiaomi: MiMo-V2.5-Proxiaomi/mimo-v2.5-pro | 22.7 | 1.04858M | $0.435 | $0.87 | 2026-04-22 | |||
| MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 22.5 | 262.144K | $0.71 | $3.5 | 2026-06-12 | |||
| MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 | 22.1 | 262.144K | $0.95 | $4 | 2026-04-21 | |||
| StepFun: Step 3.7 Flashstepfun/step-3.7-flash | 21.7 | 256K | $0.2 | $1.15 | 2026-05-29 | |||
| MoonshotAI: Kimi K2.5moonshotai/kimi-k2.5 | 21.7 | 262.144K | $0.45 | $2.25 | 2026-01 | |||
| NVIDIA: Nemotron 3 Ultranvidia/nemotron-3-ultra-550b-a55b | 21.7 | 256K | $0.625 | $3.125 | 2026-06-04 | |||
| OpenAI: GPT-5.1openai/gpt-5.1 | 21.6 | 400K | $1.25 | $10 | 2025-11-13 | |||
| OpenAI: GPT-5.4 Miniopenai/gpt-5.4-mini | 19.7 | 400K | $0.75 | $4.5 | 2026-03-17 | |||
| DeepSeek: DeepSeek V3.2deepseek/deepseek-v3.2 | 18.3 | 163.84K | $0.269 | $0.4 | 2025-12-01 | |||
| OpenAI: GPT-5.4 Nanoopenai/gpt-5.4-nano | 17.7 | 400K | $0.2 | $1.25 | 2026-03-17 | |||
| Xiaomi: MiMo-V2.5xiaomi/mimo-v2.5 | 17.4 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| Meituan: LongCat 2.0meituan/longcat-2.0 | 15.9 | 1.04876M | $0.3 | $1.2 | 2026-06-30 | |||
| Google: Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-lite | 15.9 | 1.04858M | $0.3 | $2.5 | 2026-07-21 | |||
| Google: Gemma 4 26B A4B google/gemma-4-26b-a4b-it | 11.0 | 131.072K | $0.042 | $0.22 | 2026-04-02 | |||
| Google: Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 10.3 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| OpenAI: GPT-5 Miniopenai/gpt-5-mini | 8.9 | 400K | $0.25 | $2 | 2025-08-07 | |||
| Google: Gemma 4 31Bgoogle/gemma-4-31b-it | 6.7 | 262.144K | $0.09 | $0.34 | 2026-04-02 | |||
| OpenAI: gpt-oss-120bopenai/gpt-oss-120b | 6.2 | 131.072K | $0.037 | $0.17 | 2025-08-05 | |||
| NVIDIA: Nemotron 3.5 Lightningnvidia/nemotron-3.5-lightning | 6.1 | 262.144K | $0.08 | $0.2 | 2026-08-11 | |||
| NVIDIA: Nemotron 3 Supernvidia/nemotron-3-super-120b-a12b | 4.1 | 262.144K | $0.085 | $0.4 | 2026-03-11 | |||
| Google: Gemini 2.5 Progoogle/gemini-2.5-pro | 3.5 | 1.04858M | $1.25 | $10 | 2025-06-17 | |||
| Google: Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 3.2 | 1.04858M | $0.25 | $1.5 | 2026-03-03 | |||
| MoonshotAI: Kimi K2 Thinkingmoonshotai/kimi-k2-thinking | 1.8 | 262.144K | $0.6 | $2.5 | 2025-11-06 | |||
| OpenAI: GPT-4.1 Miniopenai/gpt-4.1-mini | 1.8 | 1.04758M | $0.4 | $1.6 | 2025-04-14 | |||
| OpenAI: gpt-oss-20bopenai/gpt-oss-20b | 1.4 | 131.072K | $0.03 | $0.13 | 2025-08-05 |