ModelRegistry
Explore text, image, video and speech models
Find the right AI by model, modality and provider.
Browse modelsChoose with facts
Turn the model directory into an actionable evaluation workflow.
Clear capabilities
Review modalities, protocols, limits and status.
Transparent coverage
See which providers expose each model.
Easy comparison
Compare candidates using consistent dimensions.
Start exploring the directory
Begin with a model, provider or organization.
Model spotlight
Fugu Ultra
Quality-first multi-agent model for hard research, analysis, and competitions
Compare modelsCore capabilities
A compact view of the model contract before integration.
Input and output
See supported modalities and generation directions.
Limits and context
Check context, output limits and release details.
Provider coverage
Compare the providers and protocols that expose this version.
Fugu Ultra FAQ
Start building with Fugu Ultra
Move from model evaluation to a production-ready workflow.
Core specifications
Released
2026-06-15
Context window
1M
Max output
128K
Weights
Closed
Modalities
Input
ImageText
Output
Text
Identity
- Version
- fugu-ultra
- Aliases
- Fugu Ultra
Resources
Capabilities
AttachmentsReasoningStructuredTool call
Pricing
IN $5/M
OUT $30/M
Read $0.5/M
Capabilities and fit
Model summary
Quality-first multi-agent model for hard research, analysis, and competitions
Text
AttachmentsReasoningStructuredTool call
- Output
- Text
- Capabilities
- 4
- Catalog updated
- 2026-06-22T00:00:00.000Z
- Status
Benchmark results
| Benchmark | Type | Score / rank | Evaluated |
|---|---|---|---|
| SWE Bench Pro | Coding | 73.7 | 2026-08-05T03:37:00.044Z |
| Terminal Bench 2.1 | Coding | 82.1 | 2026-08-05T03:37:00.044Z |
| LiveCodeBench | Coding | 93.2 | 2026-08-05T03:37:00.044Z |
| LiveCodeBench Pro | Coding | 90.8 | 2026-08-05T03:37:00.044Z |
| Humanity’s Last Exam | General | 50 | 2026-08-05T03:37:00.044Z |
| CharXiv Reasoning | Reasoning | 86.6 | 2026-08-05T03:37:00.044Z |
| GPQA Diamond | Reasoning | 95.5 | 2026-08-05T03:37:00.044Z |
| SciCode | Coding | 58.7 | 2026-08-05T03:37:00.044Z |
| τ3 Banking | General | 20.6 | 2026-08-05T03:37:00.044Z |
| Long Context Reasoning | Reasoning | 73.3 | 2026-08-05T03:37:00.044Z |
| MRCRv2 | General | 93.6 | 2026-08-05T03:37:00.044Z |
| CTI-REALM | General | 69.4 | 2026-08-05T03:37:00.044Z |
Provider coverage
| Provider | Input | Output | Pricing |
|---|---|---|---|
| LLM Gateway | IN $5/M OUT $30/M Read $0.5/M | ||
| Sakana AI | IN $5/M OUT $30/M Read $0.5/M | ||
| Pioneer | IN $5/M OUT $30/M Read $0.5/M | ||
| Merge Gateway | IN $5/M OUT $30/M Read $0.5/M | ||
| Vercel AI Gateway | IN $5/M OUT $30/M Read $0.5/M | ||
| OpenRouter | IN $5/M OUT $30/M Read $0.5/M | ||
| NanoGPT Fugu Ultra | IN $5/M OUT $30/M Read $0.5/M |