# Mercury 2.5 vs Ornith-1.0-35B

> Side-by-side benchmark comparison for Mercury 2.5 and Ornith-1.0-35B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/mercury-2-5-vs-ornith-1-0-35b
- Last updated: September 8, 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 Mercury 2.5 and Ornith-1.0-35B.

## Summary

- Mercury 2.5 and Ornith-1.0-35B 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 | Mercury 2.5 | Ornith-1.0-35B |
|----------|----------|----------|
| Creator | Inception | DeepReinforce AI |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 260K | 256K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 5 | 7 |
| Pricing (input/output) | $0.04 / $0.15 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 44.5 (Estimated · #91/152)
- Ornith-1.0-35B public-lane score: 47.2 (Estimated · #71/152)

| Benchmark | Mercury 2.5 | Ornith-1.0-35B | Winner |
|-----------|-----------|-----------|--------|
| τ³-bench results | 96.0% | Coming soon | Coming soon |
| DeepSearchQA | 34.0% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 64.2% | Coming soon |
| Claw-Eval | Coming soon | 69.8% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 47.8 (Estimated · #73/151)
- Ornith-1.0-35B public-lane score: 47.2 (Estimated · #78/151)

| Benchmark | Mercury 2.5 | Ornith-1.0-35B | Winner |
|-----------|-----------|-----------|--------|
| SciCode | 38% | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 75.6% | Coming soon |
| SWE-bench Pro | Coming soon | 50.4% | Coming soon |
| SWE Multilingual | Coming soon | 69.3% | Coming soon |
| NL2Repo | Coming soon | 34.6% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 64.2% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 67.7 (Unranked · 1 rankable row)
- Ornith-1.0-35B public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 48.3 (Estimated · #94/182)
- Ornith-1.0-35B public-lane score: Coming soon

| Benchmark | Mercury 2.5 | Ornith-1.0-35B | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 79.0% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Mercury 2.5 public-lane score: 80.1 (#53/121)
- Ornith-1.0-35B public-lane score: Coming soon

| Benchmark | Mercury 2.5 | Ornith-1.0-35B | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 77% | Coming soon | Coming soon |

## FAQ

### Can I compare Mercury 2.5 and Ornith-1.0-35B 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

- [Mercury 2.5 vs Mercury 2.5 Preview](/compare/mercury-2-5-vs-mercury-2-5-preview)
- [Ornith-1.0-35B vs Mercury 2.5 Preview](/compare/mercury-2-5-preview-vs-ornith-1-0-35b)
- [Mercury 2.5 vs Ornith-1.0-397B](/compare/mercury-2-5-vs-ornith-1-0-397b)
- [Ornith-1.0-35B vs Ornith-1.0-397B](/compare/ornith-1-0-35b-vs-ornith-1-0-397b)

## Explore More

- [Mercury 2.5 profile](/models/mercury-2-5)
- [Ornith-1.0-35B profile](/models/ornith-1-0-35b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)