# Celeris-1 vs Qwen3 235B-A22B (Reasoning)

> Side-by-side benchmark comparison for Celeris-1 and Qwen3 235B-A22B (Reasoning) across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/celeris-1-vs-qwen3-235b-a22b-reasoning
- Last updated: October 14, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Celeris-1 and Qwen3 235B-A22B (Reasoning) 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.

## Model Snapshot

| Property | Celeris-1 | Qwen3 235B-A22B (Reasoning) |
|----------|----------|----------|
| Creator | Celeris | Alibaba |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 128K |
| Independent public score (not head-to-head) | 28.49 | null |
| Benchmarks Covered | 4 | 11 |
| Pricing (input/output) | $0.20 / $0.70 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 8 (Estimated · #120/124)
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon

| Benchmark | Celeris-1 | Qwen3 235B-A22B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| BFCL v3 | Coming soon | 70.8% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 10.5 (Estimated · #140/148)
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon

| Benchmark | Celeris-1 | Qwen3 235B-A22B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | Coming soon | 70.7% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 52 (Unranked · 3 rankable rows)
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon

| Benchmark | Celeris-1 | Qwen3 235B-A22B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| DROP | 81.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 28.4 (Supported · #157/181)
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon

| Benchmark | Celeris-1 | Qwen3 235B-A22B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 75.9% | Coming soon | Coming soon |
| MMLU-Redux | Coming soon | 92.7% | Coming soon |
| GPQA | Coming soon | 71.1% | Coming soon |
| C-Eval | Coming soon | 89.6% | Coming soon |
| MMMLU | Coming soon | 84.3% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon

| Benchmark | Celeris-1 | Qwen3 235B-A22B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| INCLUDE | Coming soon | 78.7% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon

| Benchmark | Celeris-1 | Qwen3 235B-A22B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 80.8% | 83.4% | Qwen3 235B-A22B (Reasoning) |

### Mathematics

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- Qwen3 235B-A22B (Reasoning) public-lane score: Coming soon

| Benchmark | Celeris-1 | Qwen3 235B-A22B (Reasoning) | Winner |
|-----------|-----------|-----------|--------|
| GSM8K | 93.7% | Coming soon | Coming soon |
| MATH-500 | Coming soon | 98% | Coming soon |
| AIME 2024 | Coming soon | 85.7% | Coming soon |
| AIME 2025 | Coming soon | 81.5% | Coming soon |

## FAQ

### Is there enough evidence to pick between Celeris-1 and Qwen3 235B-A22B (Reasoning)?

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

- [Celeris-1 vs Qwen3 235B-A22B](/compare/celeris-1-vs-qwen3-235b-a22b)
- [Qwen3 235B-A22B (Reasoning) vs Qwen3 235B-A22B](/compare/qwen3-235b-a22b-vs-qwen3-235b-a22b-reasoning)
- [Celeris-1 vs Claude Opus 5.5](/compare/celeris-1-vs-claude-opus-5-5)
- [Qwen3 235B-A22B (Reasoning) vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-235b-a22b-reasoning)

## Explore More

- [Celeris-1 profile](/models/celeris-1)
- [Qwen3 235B-A22B (Reasoning) profile](/models/qwen3-235b-a22b-reasoning)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)