# Qwen3 235B-A22B (Reasoning) vs Surogate Rune 26B-A4B v3 (RTX PRO 6000)

> Side-by-side benchmark comparison for Qwen3 235B-A22B (Reasoning) and Surogate Rune 26B-A4B v3 (RTX PRO 6000) across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/qwen3-235b-a22b-reasoning-vs-surogate-rune-26b-a4b-v3-rtxpro6000-a2
- Last updated: October 14, 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 Qwen3 235B-A22B (Reasoning) and Surogate Rune 26B-A4B v3 (RTX PRO 6000).

## Summary

- Qwen3 235B-A22B (Reasoning) and Surogate Rune 26B-A4B v3 (RTX PRO 6000) 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 | Qwen3 235B-A22B (Reasoning) | Surogate Rune 26B-A4B v3 (RTX PRO 6000) |
|----------|----------|----------|
| Creator | Alibaba | Surogate |
| Type | Open Weight | Unknown |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | null |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 11 | 1 |
| Pricing (input/output) | N/A | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Surogate Rune 26B-A4B v3 (RTX PRO 6000) public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Surogate Rune 26B-A4B v3 (RTX PRO 6000) | Winner |
|-----------|-----------|-----------|--------|
| BFCL v3 | 70.8% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Surogate Rune 26B-A4B v3 (RTX PRO 6000) public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Surogate Rune 26B-A4B v3 (RTX PRO 6000) | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | 70.7% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Surogate Rune 26B-A4B v3 (RTX PRO 6000) public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Surogate Rune 26B-A4B v3 (RTX PRO 6000) | Winner |
|-----------|-----------|-----------|--------|
| JevBench 1.5 | Coming soon | 66.47 | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Surogate Rune 26B-A4B v3 (RTX PRO 6000) public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Surogate Rune 26B-A4B v3 (RTX PRO 6000) | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Redux | 92.7% | Coming soon | Coming soon |
| GPQA | 71.1% | Coming soon | Coming soon |
| C-Eval | 89.6% | Coming soon | Coming soon |
| MMMLU | 84.3% | Coming soon | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Surogate Rune 26B-A4B v3 (RTX PRO 6000) public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Surogate Rune 26B-A4B v3 (RTX PRO 6000) | Winner |
|-----------|-----------|-----------|--------|
| INCLUDE | 78.7% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Surogate Rune 26B-A4B v3 (RTX PRO 6000) public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Surogate Rune 26B-A4B v3 (RTX PRO 6000) | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 83.4% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon
- Surogate Rune 26B-A4B v3 (RTX PRO 6000) public-lane score: Coming soon

| Benchmark | Qwen3 235B-A22B (Reasoning) | Surogate Rune 26B-A4B v3 (RTX PRO 6000) | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | 98% | Coming soon | Coming soon |
| AIME 2024 | 85.7% | Coming soon | Coming soon |
| AIME 2025 | 81.5% | Coming soon | Coming soon |

## FAQ

### Can I compare Qwen3 235B-A22B (Reasoning) and Surogate Rune 26B-A4B v3 (RTX PRO 6000) 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

- [Qwen3 235B-A22B (Reasoning) vs Qwen3 235B-A22B](/compare/qwen3-235b-a22b-vs-qwen3-235b-a22b-reasoning)
- [Surogate Rune 26B-A4B v3 (RTX PRO 6000) vs Qwen3 235B-A22B](/compare/qwen3-235b-a22b-vs-surogate-rune-26b-a4b-v3-rtxpro6000-a2)
- [Qwen3 235B-A22B (Reasoning) vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-235b-a22b-reasoning)
- [Surogate Rune 26B-A4B v3 (RTX PRO 6000) vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-surogate-rune-26b-a4b-v3-rtxpro6000-a2)

## Explore More

- [Qwen3 235B-A22B (Reasoning) profile](/models/qwen3-235b-a22b-reasoning)
- [Surogate Rune 26B-A4B v3 (RTX PRO 6000) profile](/models/surogate-rune-26b-a4b-v3-rtxpro6000-a2)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)