Compare / head-to-head
GPT-4.1vsSonar Reasoning Pro
GPT-4.1 and Sonar Reasoning Pro do not yet share a public benchmark, so quality cannot be compared apples-to-apples. Both list the same combined token price. GPT-4.1 has the larger context window (1.0M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0
no overlap yet
Cheaper per token
Tie
list price, input + output
Larger context
GPT-4.1
1.0M tokens
Provider uptime (30d)
95.2522% · 100%
OpenAI · Perplexity
GPT-4.1
OpenAI · released 2025-04-14
textvision
Sonar Reasoning Pro
Perplexity
text
Quality
Benchmark matrix
0 shared · 9 only GPT-4.1 · 0 only Sonar Reasoning Pro| Benchmark | GPT-4.1 | Sonar Reasoning Pro | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 0 | ||||
| No public benchmark is reported for both models yet. | ||||
| Only GPT-4.1 reports · 9 | ||||
| SWE-bench Verified | 54.6% ↗ | not reported | — | — |
| GPQA Diamond | 66.3% ↗ | not reported | — | — |
| MMLU | 90.2% ↗ | not reported | — | — |
| AIME 2024 | 48.1% ↗ | not reported | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 6% ↗epoch | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 38.3% ↗epoch | not reported | — | — |
| SimpleQA Verified | 31.1% ↗epoch | not reported | — | — |
| SWE-bench Verified (Epoch AI run) | 48.5% ↗epoch | not reported | — | — |
| Video-MME (long, no subtitles) | 72% ↗ | not reported | — | — |
| Only Sonar Reasoning Pro reports · 0 | ||||
| Sonar Reasoning Pro reports nothing GPT-4.1 does not. | ||||
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 GPT-4.1 minus Sonar Reasoning Pro 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 | GPT-4.1 | Sonar Reasoning Pro | Edge |
|---|---|---|---|
| Context window | 1.0M tokens | 128K tokens | GPT-4.1 |
| Max output | 33K tokens | — | — |
| Input price / 1M | $2 ↗ | $2 ↗ | Tie |
| Output price / 1M | $8 ↗ | $8 ↗ | Tie |
| Cached input / 1M | $0.5 ↗ | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $10 | $10 | Tie |
| Modalities | text · vision | text | GPT-4.1 |
| Released | 2025-04-14 | — | — |
| Cited benchmark scores | 10 | 0 | — |
Reliability
Provider status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
GPT-4.1 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run GPT-4.1 and Sonar Reasoning Pro on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.