Fugu Ultra is the higher-performance model in Sakana AI's Fugu family. Rather than a single monolithic model, Fugu is a learned multi-agent orchestration system: a language model trained to route...
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Muse Spark Open is a coding-optimized open-weight model. Trained specifically for agentic coding workflows, it delivers higher first-attempt accuracy, reliable tool calling, and deep codebase understanding across the repos developers...
Qwen frontier model tuned for agent frameworks, coding assistants, and long tasks
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...
Coding-optimized GPT model for repository edits, reviews, and agentic software work
Step 3.5 Flash is StepFun's most capable open-source foundation model. Built on a sparse Mixture of Experts (MoE) architecture, it selectively activates only 11B of its 196B parameters per token....
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...
Gemini 2.5 Flash is Google's state-of-the-art workhorse model, specifically designed for advanced reasoning, coding, mathematics, and scientific tasks. It includes built-in "thinking" capabilities, enabling it to provide responses with greater...
Flagship Qwen3 model for coding agents, complex reasoning, and tool use
Mistral's largest general model for enterprise agents, coding, and multilingual reasoning
Mistral's coding-agent model for repository work, terminal tasks, and software fixes
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...
Note: Sonar Pro pricing includes Perplexity search pricing. See [details here](https://docs.perplexity.ai/guides/pricing#detailed-pricing-breakdown-for-sonar-reasoning-pro-and-sonar-pro) For enterprises seeking more advanced capabilities, the Sonar Pro API can handle in-depth, multi-step queries with added extensibility, like...
Gemini 2.5 Flash-Lite is a lightweight reasoning model in the Gemini 2.5 family, optimized for ultra-low latency and cost efficiency. It offers improved throughput, faster token generation, and better performance...
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Sakana: Fugu Ultrasakana/fugu-ultra | 58.7 | 1M | $5 | $30 | 2026-06-15 | |||
| Meta: 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 | |||
| Google: 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 | |||
| StepFun: Step 3.5 Flashstepfun/step-3.5-flash | 40.4 | 262.144K | $0.1 | $0.3 | 2026-01-29 | |||
| StepFun: Step 3.7 Flashstepfun/step-3.7-flash | 40.0 | 256K | $0.2 | $1.15 | 2026-05-29 | |||
| Google: 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 | |||
| Devstral 2mistral/devstral-2512 | 33.1 | 262.144K | $0.4 | $2 | 2025-12-09 | |||
| NVIDIA: Nemotron 3.5 Lightningnvidia/nemotron-3.5-lightning | 32.6 | 262.144K | $0.07 | $0.2 | 2026-08-11 | |||
| Perplexity: Sonar Properplexity/sonar-pro | 22.6 | 200K | $3 | $15 | 2024-01-01 | |||
| Google: Gemini 2.5 Flash Litegoogle/gemini-2.5-flash-lite | 19.3 | 1.04858M | $0.1 | $0.4 | 2025-06-17 |