# Gemini 3 Flash vs Ornith-1.0-9B

> Side-by-side benchmark comparison for Gemini 3 Flash and Ornith-1.0-9B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemini-3-flash-vs-ornith-1-0-9b
- Last updated: September 27, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Evidence is too thin for a benchmark verdict: Gemini 3 Flash and Ornith-1.0-9B share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Ornith-1.0-9B has the lower published output-token price.
- Gemini 3 Flash has the larger published context window at 1M.

## Model Snapshot

| Property | Gemini 3 Flash | Ornith-1.0-9B |
|----------|----------|----------|
| Creator | Google | DeepReinforce AI |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 1M | 256K |
| Independent public score (not head-to-head) | 55.61 | null |
| Benchmarks Covered | 11 | 7 |
| Pricing (input/output) | $0.50 / $3.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Gemini 3 Flash public-lane score: 31.8 (Supported · #63/105)
- Ornith-1.0-9B public-lane score: Coming soon

| Benchmark | Gemini 3 Flash | Ornith-1.0-9B | Winner |
|-----------|-----------|-----------|--------|
| Claw-Eval | 49.2% | 63.1% | Ornith-1.0-9B |
| Gert Labs | 56.63% | Coming soon | Coming soon |
| JobBench | 11.4% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 53.9% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 43.1% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Gemini 3 Flash public-lane score: 36.5 (Supported · #67/135)
- Ornith-1.0-9B public-lane score: Coming soon

| Benchmark | Gemini 3 Flash | Ornith-1.0-9B | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | 20.20% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 85.6% | Coming soon | Coming soon |
| SWE-bench (Vals) | 75.0% | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 69.4% | Coming soon |
| SWE-bench Pro | Coming soon | 42.9% | Coming soon |
| SWE Multilingual | Coming soon | 52% | Coming soon |
| NL2Repo | Coming soon | 27.2% | Coming soon |
| Terminal-Bench 2.1 | Coming soon | 43.1% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Gemini 3 Flash public-lane score: 60.1 (Unranked · 2 rankable rows)
- Ornith-1.0-9B public-lane score: Coming soon

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Gemini 3 Flash public-lane score: 75.8 (Unranked · 1 rankable row)
- Ornith-1.0-9B public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Gemini 3 Flash public-lane score: 54.5 (Supported · #42/158)
- Ornith-1.0-9B public-lane score: Coming soon

| Benchmark | Gemini 3 Flash | Ornith-1.0-9B | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 87.9% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 88.6% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Gemini 3 Flash public-lane score: 64.7 (#70/124)
- Ornith-1.0-9B public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- Gemini 3 Flash public-lane score: 50 (Unranked · 2 rankable rows)
- Ornith-1.0-9B public-lane score: Coming soon

| Benchmark | Gemini 3 Flash | Ornith-1.0-9B | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 35.640% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 4.167% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Gemini 3 Flash and Ornith-1.0-9B?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Gemini 3 Flash vs Ornith-1.0-397B](/compare/gemini-3-flash-vs-ornith-1-0-397b)
- [Ornith-1.0-9B vs Ornith-1.0-397B](/compare/ornith-1-0-397b-vs-ornith-1-0-9b)
- [Gemini 3 Flash vs Ornith-1.0-35B](/compare/gemini-3-flash-vs-ornith-1-0-35b)
- [Ornith-1.0-9B vs Ornith-1.0-35B](/compare/ornith-1-0-35b-vs-ornith-1-0-9b)

## Explore More

- [Gemini 3 Flash profile](/models/gemini-3-flash)
- [Ornith-1.0-9B profile](/models/ornith-1-0-9b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)