# Celeris-1 vs MiMo-V2-Flash

> Side-by-side benchmark comparison for Celeris-1 and MiMo-V2-Flash across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/celeris-1-vs-mimo-v2-flash
- Last updated: September 4, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: Celeris-1 and MiMo-V2-Flash 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.
- MiMo-V2-Flash has the lower published output-token price.
- MiMo-V2-Flash has the larger published context window at 256K.

## Model Snapshot

| Property | Celeris-1 | MiMo-V2-Flash |
|----------|----------|----------|
| Creator | Celeris | Xiaomi |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 256K |
| Independent public score (not head-to-head) | null | 52.18 |
| Benchmarks Covered | 4 | 4 |
| Pricing (input/output) | $0.20 / $0.70 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- MiMo-V2-Flash public-lane score: 49.6 (Estimated · #68/151)

### Coding

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- MiMo-V2-Flash public-lane score: 51.9 (Estimated · #59/183)

| Benchmark | Celeris-1 | MiMo-V2-Flash | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | Coming soon | 73.4% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 47.8 (Unranked · 3 rankable rows)
- MiMo-V2-Flash public-lane score: 46.2 (Unranked · 2 rankable rows)

| Benchmark | Celeris-1 | MiMo-V2-Flash | Winner |
|-----------|-----------|-----------|--------|
| DROP | 81.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- MiMo-V2-Flash public-lane score: 43.9 (Estimated · #122/181)

| Benchmark | Celeris-1 | MiMo-V2-Flash | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 75.9% | 84.9% | MiMo-V2-Flash |
| GPQA | Coming soon | 83.7% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- MiMo-V2-Flash public-lane score: 46.2 (#87/120)

| Benchmark | Celeris-1 | MiMo-V2-Flash | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 80.8% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- MiMo-V2-Flash public-lane score: Coming soon

| Benchmark | Celeris-1 | MiMo-V2-Flash | Winner |
|-----------|-----------|-----------|--------|
| GSM8K | 93.7% | Coming soon | Coming soon |
| AIME 2025 | Coming soon | 94.1% | Coming soon |

## FAQ

### Is there enough evidence to pick between Celeris-1 and MiMo-V2-Flash?

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 Claude Fable 5.1](/compare/celeris-1-vs-claude-fable-5-1)
- [MiMo-V2-Flash vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-mimo-v2-flash)
- [Celeris-1 vs GPT-6 Astra](/compare/celeris-1-vs-gpt-6-astra)
- [MiMo-V2-Flash vs GPT-6 Astra](/compare/gpt-6-astra-vs-mimo-v2-flash)

## Explore More

- [Celeris-1 profile](/models/celeris-1)
- [MiMo-V2-Flash profile](/models/mimo-v2-flash)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)