# Ornith-1.0-397B vs Fugu Cyber

> Side-by-side benchmark comparison for Ornith-1.0-397B and Fugu Cyber across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ornith-1-0-397b-vs-sakana-fugu-cyber
- Last updated: September 4, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Ornith-1.0-397B and Fugu Cyber.

## Summary

- Ornith-1.0-397B and Fugu Cyber do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Ornith-1.0-397B | Fugu Cyber |
|----------|----------|----------|
| Creator | DeepReinforce AI | Sakana AI |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 1M |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 7 | 2 |
| Pricing (input/output) | $0.00 / $0.00 | $6.00 / $36.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Ornith-1.0-397B public-lane score: 52.9 (Estimated · #42/151)
- Fugu Cyber public-lane score: Coming soon

| Benchmark | Ornith-1.0-397B | Fugu Cyber | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 77.5% | Coming soon | Coming soon |
| Claw-Eval | 77.1% | Coming soon | Coming soon |
| CyberGym | Coming soon | 86.9% | Coming soon |
| CTI-REALM | Coming soon | 72.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Ornith-1.0-397B public-lane score: 52.8 (Estimated · #53/183)
- Fugu Cyber public-lane score: Coming soon

| Benchmark | Ornith-1.0-397B | Fugu Cyber | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 82.4% | Coming soon | Coming soon |
| SWE-bench Pro | 62.2% | Coming soon | Coming soon |
| SWE Multilingual | 78.9% | Coming soon | Coming soon |
| NL2Repo | 48.2% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 77.5% | Coming soon | Coming soon |

## FAQ

### Can I compare Ornith-1.0-397B and Fugu Cyber on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Ornith-1.0-397B vs Ornith-1.0-35B](/compare/ornith-1-0-35b-vs-ornith-1-0-397b)
- [Fugu Cyber vs Ornith-1.0-35B](/compare/ornith-1-0-35b-vs-sakana-fugu-cyber)
- [Ornith-1.0-397B vs Ornith-1.0-9B](/compare/ornith-1-0-397b-vs-ornith-1-0-9b)
- [Fugu Cyber vs Ornith-1.0-9B](/compare/ornith-1-0-9b-vs-sakana-fugu-cyber)

## Explore More

- [Ornith-1.0-397B profile](/models/ornith-1-0-397b)
- [Fugu Cyber profile](/models/sakana-fugu-cyber)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)