# Celeris-1 vs Flint

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

- Canonical page: https://benchlm.ai/compare/celeris-1-vs-flint-40b-a2-5b
- Last updated: October 20, 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 Flint 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.
- Flint has the lower published output-token price.
- Flint has the larger published context window at 256K.

## Model Snapshot

| Property | Celeris-1 | Flint |
|----------|----------|----------|
| Creator | Celeris | Recursive |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 256K |
| Independent public score (not head-to-head) | 28.39 | null |
| Benchmarks Covered | 4 | 5 |
| Pricing (input/output) | $0.20 / $0.70 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 8 (Estimated · #127/132)
- Flint public-lane score: Coming soon

| Benchmark | Celeris-1 | Flint | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | Coming soon | 54.9% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 10.8 (Estimated · #144/153)
- Flint public-lane score: Coming soon

| Benchmark | Celeris-1 | Flint | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | Coming soon | 74.2% | Coming soon |
| LiveCodeBench v6 | Coming soon | 80.3% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 51.1 (Unranked · 3 rankable rows)
- Flint public-lane score: Coming soon

| Benchmark | Celeris-1 | Flint | Winner |
|-----------|-----------|-----------|--------|
| DROP | 81.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 28.3 (Supported · #163/187)
- Flint public-lane score: Coming soon

| Benchmark | Celeris-1 | Flint | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 75.9% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- Flint public-lane score: 94.7 (#3/152)

| Benchmark | Celeris-1 | Flint | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 80.8% | 95.1% | Flint |
| IFBench | Coming soon | 89.2% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- Flint public-lane score: Coming soon

| Benchmark | Celeris-1 | Flint | Winner |
|-----------|-----------|-----------|--------|
| GSM8K | 93.7% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Celeris-1 and Flint?

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 Opus 5.5](/compare/celeris-1-vs-claude-opus-5-5)
- [Flint vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-flint-40b-a2-5b)
- [Celeris-1 vs GPT-6.1 Sol](/compare/celeris-1-vs-gpt-6-1-sol)
- [Flint vs GPT-6.1 Sol](/compare/flint-40b-a2-5b-vs-gpt-6-1-sol)

## Explore More

- [Celeris-1 profile](/models/celeris-1)
- [Flint profile](/models/flint-40b-a2-5b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)