# Agents-A1 vs Gemini 3 Pro

> Side-by-side benchmark comparison for Agents-A1 and Gemini 3 Pro across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/agents-a1-vs-gemini-3-pro
- Last updated: September 18, 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 Agents-A1 and Gemini 3 Pro.

## Summary

- Agents-A1 and Gemini 3 Pro 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 | Agents-A1 | Gemini 3 Pro |
|----------|----------|----------|
| Creator | InternScience | Google |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 262K | 2M |
| Independent public score (not head-to-head) | null | 66.36 |
| Benchmarks Covered | 6 | 12 |
| Pricing (input/output) | N/A | $2.00 / $12.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Agents-A1 public-lane score: 50.4 (Estimated · #52/154)
- Gemini 3 Pro public-lane score: 59.3 (Estimated · #26/154)

| Benchmark | Agents-A1 | Gemini 3 Pro | Winner |
|-----------|-----------|-----------|--------|
| BrowseComp | 75.5% | Coming soon | Coming soon |
| HLE w/ tools | 47.6% | Coming soon | Coming soon |
| VITA-Bench | 38.8% | Coming soon | Coming soon |
| Gert Labs | Coming soon | 63.23% | Coming soon |
| JobBench | Coming soon | 11.4% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Agents-A1 public-lane score: Coming soon
- Gemini 3 Pro public-lane score: 59.8 (Estimated · #22/154)

| Benchmark | Agents-A1 | Gemini 3 Pro | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | Coming soon | 14.30% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Agents-A1 public-lane score: Coming soon
- Gemini 3 Pro public-lane score: 74.2 (#17/48)

| Benchmark | Agents-A1 | Gemini 3 Pro | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | Coming soon | 81% | Coming soon |
| MathVision | Coming soon | 86.6% | Coming soon |
| VideoMMMU | Coming soon | 87.6% | Coming soon |
| ScreenSpot Pro | Coming soon | 72.7% | Coming soon |
| CharXiv | Coming soon | 81.4% | Coming soon |
| V* | Coming soon | 88.0% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Agents-A1 public-lane score: 34.2 (Unranked · 1 rankable row)
- Gemini 3 Pro public-lane score: 36.7 (Unranked · 3 rankable rows)

| Benchmark | Agents-A1 | Gemini 3 Pro | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 60.2% | Coming soon | Coming soon |
| ARC-AGI-2 | Coming soon | 31.1% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Agents-A1 public-lane score: 50.6 (Estimated · #79/184)
- Gemini 3 Pro public-lane score: 64.6 (Estimated · #26/184)

| Benchmark | Agents-A1 | Gemini 3 Pro | Winner |
|-----------|-----------|-----------|--------|
| HLE | 47.6% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Agents-A1 public-lane score: Coming soon
- Gemini 3 Pro public-lane score: 84.7 (#39/124)

| Benchmark | Agents-A1 | Gemini 3 Pro | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 94.8% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Agents-A1 public-lane score: Coming soon
- Gemini 3 Pro public-lane score: 55.2 (Unranked · 2 rankable rows)

| Benchmark | Agents-A1 | Gemini 3 Pro | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | Coming soon | 37.600% | Coming soon |
| FrontierMath v2 (Tier 4) | Coming soon | 18.750% | Coming soon |

## FAQ

### Can I compare Agents-A1 and Gemini 3 Pro 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

- [Agents-A1 vs Agents-A1-4B](/compare/agents-a1-vs-agents-a1-4b)
- [Gemini 3 Pro vs Agents-A1-4B](/compare/agents-a1-4b-vs-gemini-3-pro)
- [Agents-A1 vs Agents-A1-F16-GGUF](/compare/agents-a1-vs-agents-a1-f16-gguf)
- [Gemini 3 Pro vs Agents-A1-F16-GGUF](/compare/agents-a1-f16-gguf-vs-gemini-3-pro)

## Explore More

- [Agents-A1 profile](/models/agents-a1)
- [Gemini 3 Pro profile](/models/gemini-3-pro)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)