# Celeris-1 vs DeepSeek-R1-0528

> Side-by-side benchmark comparison for Celeris-1 and DeepSeek-R1-0528 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/celeris-1-vs-deepseek-r1-0528
- 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 DeepSeek-R1-0528 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 | DeepSeek-R1-0528 |
|----------|----------|----------|
| Creator | Celeris | DeepSeek |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 128K |
| Independent public score (not head-to-head) | 28.3 | null |
| Benchmarks Covered | 4 | 10 |
| Pricing (input/output) | $0.20 / $0.70 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 7.1 (Estimated · #120/124)
- DeepSeek-R1-0528 public-lane score: Coming soon

### Coding

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 11 (Estimated · #141/149)
- DeepSeek-R1-0528 public-lane score: Coming soon

| Benchmark | Celeris-1 | DeepSeek-R1-0528 | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench | Coming soon | 73.3% | Coming soon |
| Codeforces | Coming soon | 1930.0 | Coming soon |
| SWE-bench Verified | Coming soon | 57.6% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 52 (Unranked · 3 rankable rows)
- DeepSeek-R1-0528 public-lane score: Coming soon

| Benchmark | Celeris-1 | DeepSeek-R1-0528 | Winner |
|-----------|-----------|-----------|--------|
| DROP | 81.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: 28.5 (Supported · #157/181)
- DeepSeek-R1-0528 public-lane score: Coming soon

| Benchmark | Celeris-1 | DeepSeek-R1-0528 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Pro | 75.9% | 85% | DeepSeek-R1-0528 |
| MMLU-Redux | Coming soon | 93.4% | Coming soon |
| GPQA | Coming soon | 81% | Coming soon |
| SimpleQA | Coming soon | 27.8% | Coming soon |
| HLE | Coming soon | 17.7% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- DeepSeek-R1-0528 public-lane score: Coming soon

| Benchmark | Celeris-1 | DeepSeek-R1-0528 | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 80.8% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Celeris-1 public-lane score: Coming soon
- DeepSeek-R1-0528 public-lane score: Coming soon

| Benchmark | Celeris-1 | DeepSeek-R1-0528 | Winner |
|-----------|-----------|-----------|--------|
| GSM8K | 93.7% | Coming soon | Coming soon |
| AIME 2024 | Coming soon | 91.4% | Coming soon |
| AIME 2025 | Coming soon | 87.5% | Coming soon |

## FAQ

### Is there enough evidence to pick between Celeris-1 and DeepSeek-R1-0528?

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 DeepSeek-R1](/compare/celeris-1-vs-deepseek-r1)
- [DeepSeek-R1-0528 vs DeepSeek-R1](/compare/deepseek-r1-vs-deepseek-r1-0528)
- [Celeris-1 vs Claude Opus 5.5](/compare/celeris-1-vs-claude-opus-5-5)
- [DeepSeek-R1-0528 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-deepseek-r1-0528)

## Explore More

- [Celeris-1 profile](/models/celeris-1)
- [DeepSeek-R1-0528 profile](/models/deepseek-r1-0528)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)