Compare / head-to-head
Claude Sonnet 5.5vs
Grok 4.1 Fast Reasoning
Claude Sonnet 5.5 leads 4 of 4 shared benchmarks. Grok 4.1 Fast Reasoning is 17.1x cheaper per token. Grok 4.1 Fast Reasoning has the larger context window (2M tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
4 – 0
Claude Sonnet 5.5 leads
Cheaper per token
Grok 4.1 Fast Reasoning
17.1x cheaper, input + output
Larger context
Grok 4.1 Fast Reasoning
2M tokens
Providers
2 providers
Anthropic · xAI
Claude Sonnet 5.5
Anthropic · released 2026-09-28
textvision
Grok 4.1 Fast Reasoning
xAI · released 2025-11-19
text
Quality
Benchmark matrix
4 shared · 25 only Claude Sonnet 5.5 · 3 only Grok 4.1 Fast Reasoning| Benchmark | Claude Sonnet 5.5 | Grok 4.1 Fast Reasoning | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 4 | ||||
| LMArena Elo | 1471 ↗ | 1430.3 ↗ | +40.7 | Claude Sonnet 5.5 |
| LMArena Vision (LMArena) | 1268.3 ↗ | 1196.3 ↗ | +72 | Claude Sonnet 5.5 |
| LMArena WebDev (LMArena) | 1786.3 ↗ | 1241.3 ↗ | +545 | Claude Sonnet 5.5 |
| SAGE (Vals AI) | 51.8% ↗ | 31.3% ↗ | +20.5 pt | Claude Sonnet 5.5 |
| Only Claude Sonnet 5.5 reports · 25 | ||||
| GPQA Diamond | 95.6% ↗epoch run | not reported | — | — |
| APEX-Agents (Mercor) | 75.5% ↗ | not reported | — | — |
| Chartography (no tools) | 61.6% ↗ | not reported | — | — |
| CursorBench 4.0 | 55.5% ↗ | not reported | — | — |
| FrontierCode v1.1 (Main) | 46.2% ↗ | not reported | — | — |
| FrontierMath Tier 4 v2 (Epoch AI run) | 80.5% ↗epoch run | not reported | — | — |
| FrontierMath Tiers 1-3 v2 (Epoch AI run) | 88.8% ↗epoch run | not reported | — | — |
| FrontierSWE V2 (Proximal Labs) | 61.9% ↗ | not reported | — | — |
| Furniture Assembly (Epoch AI run) | 75% ↗epoch run | not reported | — | — |
| Humanity's Last Exam (with tools) | 64.5% ↗ | not reported | — | — |
| LiveBench Agentic Coding (LiveBench) | 56.3% ↗ | not reported | — | — |
| LiveBench Coding (LiveBench) | 91.4% ↗ | not reported | — | — |
| LiveBench Data Analysis (LiveBench) | 78.6% ↗ | not reported | — | — |
| LiveBench Instruction Following (LiveBench) | 70.5% ↗ | not reported | — | — |
| LiveBench Language (LiveBench) | 83.4% ↗ | not reported | — | — |
| LiveBench Mathematics (LiveBench) | 96.7% ↗ | not reported | — | — |
| LiveBench Reasoning (LiveBench) | 91.6% ↗ | not reported | — | — |
| LMArena Agent (LMArena) | 0.1252 ↗ | not reported | — | — |
| Mystery Game Puzzles (Epoch AI run) | 65% ↗epoch run | not reported | — | — |
| OSWorld 2.1 (partial) | 80.1% ↗ | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 100% ↗epoch run | not reported | — | — |
| SimpleBench (SimpleBench) | 75.9% ↗ | not reported | — | — |
| SimpleQA Verified | 46.5% ↗epoch run | not reported | — | — |
| Terminal-Bench 4.0 | 70.6% ↗ | not reported | — | — |
| Terminal-Bench 4.0 (Vals AI) | 64.1% ↗ | not reported | — | — |
| Only Grok 4.1 Fast Reasoning reports · 3 | ||||
| FRAMES (Agent Tools API) | not reported | 87.6% ↗ | — | — |
| Research-Eval Reka (Agent Tools API) | not reported | 63.9% ↗ | — | — |
| Vending-Bench 2 (Andon Labs) | not reported | 1106.63 ↗ | — | — |
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 Claude Sonnet 5.5 minus Grok 4.1 Fast Reasoning 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 | Claude Sonnet 5.5 | Grok 4.1 Fast Reasoning | Edge |
|---|---|---|---|
| Context window | 1M tokens | 2M tokens | Grok 4.1 Fast Reasoning |
| Max output | 128K tokens | — | — |
| Input price / 1M | $2 ↗ | $0.2 ↗ | Grok 4.1 Fast Reasoning |
| Output price / 1M | $10 ↗ | $0.5 ↗ | Grok 4.1 Fast Reasoning |
| Cached input / 1M | $0.2 ↗ | $0.05 ↗ | Grok 4.1 Fast Reasoning |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | $12 | $0.7 | Grok 4.1 Fast Reasoning |
| Modalities | text · vision | text | Claude Sonnet 5.5 |
| Released | 2026-09-28 | 2025-11-19 | — |
| Cited benchmark scores | 29 | 7 | — |
Reliability
Provider status
Live from /statusMore matchups
Claude Sonnet 5.5 vs …
Models sharing the most benchmarksMore matchups
Grok 4.1 Fast Reasoning vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run Claude Sonnet 5.5 and Grok 4.1 Fast Reasoning on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.