Quality-first multi-agent model for hard research, analysis, and competitions
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Muse Spark Open is an 816B total / 42B active open-weight multimodal reasoning model from Meta for coding and long-horizon agentic work, with 1M-token context.
Qwen frontier model tuned for agent frameworks, coding assistants, and long tasks
Google's proven reasoning model for coding, math, and multimodal analysis
Coding-optimized GPT model for repository edits, reviews, and agentic software work
StepFun flash lane for quick multimodal reasoning and coding assistance
Newer StepFun flash model for faster agents, coding, and multimodal prompts
Fast Gemini workhorse for multimodal apps where latency and price matter
Flagship Qwen3 model for coding agents, complex reasoning, and tool use
Mistral's largest general model for enterprise agents, coding, and multilingual reasoning
Classic open reasoning model for transparent math, coding, and deliberate problem solving
Mistral's coding-agent model for repository work, terminal tasks, and software fixes
Fast NVIDIA Nemotron MoE for reliable agentic tasks across enterprise workloads
Compact GPT model for low-latency assistance and high-volume workloads
Popular open Llama workhorse for multilingual chat, coding, and self-hosting
Small omni GPT for cheap multimodal assistance and production-scale traffic
Fast web-grounded Sonar for current answers, citations, and lightweight retrieval
Deeper Sonar search model with broader retrieval and stronger synthesis
Lean Gemini 2.5 lane for cheap multimodal traffic and quick agents
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Fugu Ultrasakana/fugu-ultra | 58.7 | 1M | $5 | $30 | 2026-06-15 | |||
| Muse Spark Openmeta/muse-spark-open | 58.5 | 1.04858M | $1.25 | $4.25 | 2026-10-15 | |||
| Qwen3.7 Maxalibaba/qwen3.7-max | 53.5 | 1M | $2.5 | $7.5 | 2026-05-21 | |||
| Gemini 2.5 Progoogle/gemini-2.5-pro | 42.8 | 1.04858M | $1.25 | $10 | 2025-06-17 | |||
| GPT-5-Codexopenai/gpt-5-codex | 40.9 | 400K | $1.1 | $9 | 2025-09-15 | |||
| Step 3.5 Flashstepfun/step-3.5-flash | 40.4 | 256K | $0.105 | $0.314 | 2026-01-29 | |||
| Step 3.7 Flashstepfun/step-3.7-flash | 40.0 | 256K | $0.202 | $1.211 | 2026-05-29 | |||
| Gemini 2.5 Flashgoogle/gemini-2.5-flash | 39.4 | 1.04858M | $0.3 | $2.5 | 2025-06-17 | |||
| Qwen3 Maxalibaba/qwen3-max | 38.3 | 262.144K | $1.2 | $6 | 2025-09-23 | |||
| Mistral Large 3mistral/mistral-large-2512 | 36.2 | 262.144K | $0.5 | $1.5 | 2025-12-02 | |||
| DeepSeek-R1deepseek/deepseek-r1 | 35.7 | 128K | $0.58 | $2.319 | 2025-01-20 | |||
| Devstral 2mistral/devstral-2512 | 33.1 | 262.144K | $0.4 | $2 | 2025-12-09 | |||
| Nemotron 3.5 Lightning 30B A3Bnvidia/nemotron-3.5-lightning | 32.6 | 262.144K | $0.025 | $0.12 | 2026-08-11 | |||
| GPT-4 Turboopenai/gpt-4-turbo | 31.9 | 128K | $10 | $30 | 2023-11-06 | |||
| Llama-3.3-70B-Instructmeta/llama-3.3-70b-instruct | 26.0 | 128K | $0.1 | $0.32 | 2024-12-06 | |||
| GPT-4o miniopenai/gpt-4o-mini | 22.9 | 128K | $0.15 | $0.6 | 2024-07-18 | |||
| Sonarperplexity/sonar | 22.9 | 128K | $1 | $1 | 2024-01-01 | |||
| Sonar Properplexity/sonar-pro | 22.6 | 200K | $3 | $15 | 2024-01-01 | |||
| Gemini 2.5 Flash-Litegoogle/gemini-2.5-flash-lite | 19.3 | 1.04858M | $0.1 | $0.4 | 2025-06-17 |