Compare / head-to-head
CodestralvsSonar Deep Research
Codestral and Sonar Deep Research do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Codestral is 8.3x cheaper per token. Codestral has the larger context window (256K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0
no overlap yet
Cheaper per token
Codestral
8.3x cheaper, input + output
Larger context
Codestral
256K tokens
Provider uptime (30d)
100% · 100%
Mistral AI · Perplexity
Codestral
Mistral AI · released 2025-01-13
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Sonar Deep Research
Perplexity · released 2025-02-14
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Quality
Benchmark matrix
0 shared · 1 only Codestral · 6 only Sonar Deep Research| Benchmark | Codestral | Sonar Deep Research | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 0 | ||||
| No public benchmark is reported for both models yet. | ||||
| Only Codestral reports · 1 | ||||
| HumanEval | 86.6% ↗ | not reported | — | — |
| Only Sonar Deep Research reports · 6 | ||||
| DRACO Breadth & Depth (Opus 4.6 base) | not reported | 73.1% ↗ | — | — |
| DRACO Citation Quality (Opus 4.6 base) | not reported | 64.6% ↗ | — | — |
| DRACO Factual Accuracy (Opus 4.6 base) | not reported | 67.9% ↗ | — | — |
| DRACO Normalized Score (Opus 4.6 base) | not reported | 70.5% ↗ | — | — |
| DRACO Pass Rate (Opus 4.6 base) | not reported | 72.8% ↗ | — | — |
| DRACO Presentation Quality (Opus 4.6 base) | not reported | 90.3% ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is Codestral minus Sonar Deep Research in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | Codestral | Sonar Deep Research | Edge |
|---|---|---|---|
| Context window | 256K tokens | 128K tokens | Codestral |
| Max output | — | — | — |
| Input price / 1M | $0.3 ↗ | $2 ↗ | Codestral |
| Output price / 1M | $0.9 ↗ | $8 ↗ | Codestral |
| Cached input / 1M | $0.03 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $1.2 | $10 | Codestral |
| Modalities | text | text | Tie |
| Released | 2025-01-13 | 2025-02-14 | — |
| Cited benchmark scores | 1 | 6 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
Codestral vs …
Models sharing the most benchmarksBuilt by Respan
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