# dots3-note Preview vs Gemini 4 Carbon

> Side-by-side benchmark comparison for dots3-note Preview and Gemini 4 Carbon across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/dots3-note-preview-vs-gemini-4-carbon
- Last updated: October 28, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for dots3-note Preview and Gemini 4 Carbon.

## Summary

- dots3-note Preview and Gemini 4 Carbon 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 | dots3-note Preview | Gemini 4 Carbon |
|----------|----------|----------|
| Creator | Dots Studio | Google |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 512K | null |
| Independent public score (not head-to-head) | 64.32 | 88.42 |
| Benchmarks Covered | 31 | 9 |
| Pricing (input/output) | $0.00 / $0.00 | $2.00 / $10.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- dots3-note Preview public-lane score: 60.6 (Estimated · #28/134)
- Gemini 4 Carbon public-lane score: Coming soon

| Benchmark | dots3-note Preview | Gemini 4 Carbon | Winner |
|-----------|-----------|-----------|--------|
| Claw-Eval | 73.4% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | 75.1% | Coming soon | Coming soon |
| Toolathlon-Verified | 55.6% | Coming soon | Coming soon |
| skillsBench | 52.8% | Coming soon | Coming soon |
| APEX-Agents | 30.8% | Coming soon | Coming soon |
| BrowseComp | 83.3% | Coming soon | Coming soon |
| HLE w/ tools | 52.6% | Coming soon | Coming soon |
| DeepSearchQA | 92.1% | Coming soon | Coming soon |
| WideResearch | 78.9% | Coming soon | Coming soon |
| AutomationBench | Coming soon | 53.9% | Coming soon |
| OSWorld 2.1 Offline | Coming soon | 81.5% | Coming soon |
| CWE-bench v1 | Coming soon | 71.0% | Coming soon |
| ExploitGym | Coming soon | 53.5% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- dots3-note Preview public-lane score: Coming soon
- Gemini 4 Carbon public-lane score: 82.2 (Supported · #3/156)

| Benchmark | dots3-note Preview | Gemini 4 Carbon | Winner |
|-----------|-----------|-----------|--------|
| Codeforces | 3056.0 | Coming soon | Coming soon |
| LiveCodeBench v6 | 91.5% | Coming soon | Coming soon |
| Terminal-Bench 2.1 | 75.1% | Coming soon | Coming soon |
| SWE-bench Verified | 78.4% | Coming soon | Coming soon |
| SWE Multilingual | 75.7% | Coming soon | Coming soon |
| SWE-bench Pro | 61% | Coming soon | Coming soon |
| NL2Repo | 49.8% | Coming soon | Coming soon |
| FrontierSWE v2 | Coming soon | 61.2% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- dots3-note Preview public-lane score: 76.6 (Unranked · 1 rankable row)
- Gemini 4 Carbon public-lane score: 79.5 (Unranked · 2 rankable rows)

| Benchmark | dots3-note Preview | Gemini 4 Carbon | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | 81.4% | Coming soon | Coming soon |
| GraphWalks BFS 256K–1M | Coming soon | 96.2% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- dots3-note Preview public-lane score: 79.9 (Unranked · 10 rankable rows)
- Gemini 4 Carbon public-lane score: Coming soon

| Benchmark | dots3-note Preview | Gemini 4 Carbon | Winner |
|-----------|-----------|-----------|--------|
| SimpleVQA | 72.5% | Coming soon | Coming soon |
| MMMU-Pro | 79.1% | Coming soon | Coming soon |
| MathVision | 87.7% | Coming soon | Coming soon |
| ZeroBench | 19.0% | Coming soon | Coming soon |
| CharXiv w/o tools | 83.1% | Coming soon | Coming soon |
| GDP.pdf (no tools) | 60.7% | Coming soon | Coming soon |
| PerceptionBench | 53.4% | Coming soon | Coming soon |
| BabyVision | 50.0% | Coming soon | Coming soon |
| MMVU | 79.9% | Coming soon | Coming soon |
| VideoMMMU | 86.8% | Coming soon | Coming soon |
| Chartography (no tools) | Coming soon | 72.5% | Coming soon |
| Blueprint-Bench 2 | Coming soon | 58.6% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- dots3-note Preview public-lane score: Coming soon
- Gemini 4 Carbon public-lane score: 88.2 (Supported · #2/178)

| Benchmark | dots3-note Preview | Gemini 4 Carbon | Winner |
|-----------|-----------|-----------|--------|
| HLE | 52.6% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- dots3-note Preview public-lane score: 89.1 (#35/157)
- Gemini 4 Carbon public-lane score: Coming soon

| Benchmark | dots3-note Preview | Gemini 4 Carbon | Winner |
|-----------|-----------|-----------|--------|
| IFBench | 80.4% | Coming soon | Coming soon |
| IFEval | 93.9% | Coming soon | Coming soon |
| Gray Swan IPI (15 attempts) | Coming soon | 0.0% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- dots3-note Preview public-lane score: Coming soon
- Gemini 4 Carbon public-lane score: Coming soon

| Benchmark | dots3-note Preview | Gemini 4 Carbon | Winner |
|-----------|-----------|-----------|--------|
| IMOAnswerBench | 90.9% | Coming soon | Coming soon |

## FAQ

### Can I compare dots3-note Preview and Gemini 4 Carbon 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

- [dots3-note Preview vs Gemini 4 Argon](/compare/dots3-note-preview-vs-gemini-4-argon)
- [Gemini 4 Carbon vs Gemini 4 Argon](/compare/gemini-4-argon-vs-gemini-4-carbon)
- [dots3-note Preview vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-dots3-note-preview)
- [Gemini 4 Carbon vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-gemini-4-carbon)

## Explore More

- [dots3-note Preview profile](/models/dots3-note-preview)
- [Gemini 4 Carbon profile](/models/gemini-4-carbon)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)