Data points: 106
The readout for Claude Sonnet 4.6 and Grok Build 0 1, before the detailed comparison sheet.
Decision read
Claude Sonnet 4.6
Claude Sonnet 4.6 currently has the stronger profile, with verified wins split 4 to 0.
Evidence depth
106 data points
Includes 20 benchmark rows, 1 audit samples, and 7 provider examples.
Selection signal
Start with Claude Sonnet 4.6
The charts below split 28 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
Model compare Claude Sonnet 4.6 vs Grok Build 0 1claude-sonnet-4-6-vs-grok-build-0-1 | Model A Claude Sonnet 4.6 | Model B Grok Build 0 1 |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 0 wins |
| Where it leads | Cheapest input price, Free providers, Provider coverage, Recent tests |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
Claude Sonnet 4.6
51.5
Avg. score
Grok Build 0 1
56.5
Selected category
Multimodal
Claude Sonnet 4.6 leads by 6.2
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Claude Sonnet 4.6
winner77.0
Rank #20/127 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
20.0
Rank #108/127 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
70.09 s
Rank #133/139 · confidence 4
Grok Build 0 1
winner0.41 s
Rank #5/139 · confidence 4
Claude Sonnet 4.6
winner57.4 tok/s
Rank #102/139 · confidence 4
Grok Build 0 1
53.3 tok/s
Rank #108/139 · confidence 4
Claude Sonnet 4.6
70.09 s
Rank #130/139 · confidence 4
Grok Build 0 1
winner37.92 s
Rank #116/139 · confidence 4
Claude Sonnet 4.6
$15.00/M
Rank #142/167 · confidence 4
Grok Build 0 1
winner$2.00/M
Rank #62/167 · confidence 4
Claude Sonnet 4.6
$6.00/M
Rank #143/167 · confidence 4
Grok Build 0 1
winner$1.25/M
Rank #92/167 · confidence 4
Claude Sonnet 4.6
$3.00/M
Rank #143/167 · confidence 4
Grok Build 0 1
winner$1.00/M
Rank #103/167 · confidence 4
Claude Sonnet 4.6
30.0%
Rank #29/186 · confidence 4
Grok Build 0 1
winner36.0%
Rank #18/186 · confidence 4
Claude Sonnet 4.6
0.9
Rank #59/72 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner9.1
Rank #22/72 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
87.5%
Rank #29/187 · confidence 4
Grok Build 0 1
winner89.5%
Rank #23/187 · confidence 4
Claude Sonnet 4.6
57.7
Rank #60/88 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner64.7
Rank #44/88 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
46.8%
Rank #27/184 · confidence 4
Grok Build 0 1
winner50.2%
Rank #15/184 · confidence 4
Claude Sonnet 4.6
46.9
Rank #30/95 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner50.2
Rank #18/95 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
38.0
Rank #28/89 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner51.4
Rank #8/89 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
65.9
Rank #58/89 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner90.5
Rank #10/89 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
13.2
Rank #62/95 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner36.0
Rank #17/95 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
79.9
Rank #62/95 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner89.5
Rank #22/95 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
35.9
Rank #41/98 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner39.8
Rank #28/98 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
70.6
Rank #40/57 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
winner76.5
Rank #20/57 · confidence 1 · eval date 2026-05-20
Claude Sonnet 4.6
winner62.9
Rank #8/50 · confidence 3 · eval date 2026-02-01
Grok Build 0 1
49.1
Rank #25/50 · confidence 1 · eval date 2026-05-20
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Claude Sonnet 4.6 | Grok Build 0 1 |
|---|---|---|
Winner: Claude Sonnet 4.6 | Claude Sonnet 4.6 claude-sonnet-4-6 Audit score 97 100 |
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | Claude Sonnet 4.6 | Grok Build 0 1 |
|---|---|---|
10 tests | Claude Sonnet 4.6 speed / latency 31 tok/s / 4124ms input / output No data |
This report only uses LMSpeed data for Claude Sonnet 4.6 and Grok Build 0 1: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | Claude Sonnet 4.6 | Grok Build 0 1 |
|---|---|---|
| When to choose each model | Claude Sonnet 4.6 Claude Sonnet 4.6 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. | Grok Build 0 1 Grok Build 0 1 does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. |
TL;DR: Claude Sonnet 4.6 leads across 106 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from Claude Sonnet 4.6 vs Grok Build 0 1 into nearby model comparisons with enough verified LMSpeed data.
| No data |
| Model metadata | Claude Sonnet 4.6 exposes 1M tokens; notable signals: Text input, Image input, File input, Text output. | Grok Build 0 1 exposes 256K tokens; notable signals: Text input, Image input, File input, Text output. |
|---|---|---|
| Developer | Anthropic | xAI |
| Context window | 1M tokens | 256K tokens |
| Max output | 128K tokens | No data |
| Released | Feb 2026 | May 2026 |
| Modalities | Input TextImageFile Output Text | Input TextImageFile Output Text |
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning | Text inputImage inputFile inputText outputTool callingStructured outputsJSON mode |
| Parameters | No data | No data |
| Tokenizer | Claude | Grok |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | anthropic/claude-sonnet-4.6 | x-ai/grok-build-0.1 |
| References | No data | No data |
Grok Build 0 1 grok-build-0.1 No audit yet |
Grok Build 0 1
speed / latency
N/A / N/A
input / output
No data
N1N5 tests | Claude Sonnet 4.6 speed / latency 55 tok/s / 2094ms input / output No data | Grok Build 0 1 speed / latency N/A / N/A input / output No data |
|---|
91VIP0 tests | Claude Sonnet 4.6 speed / latency N/A / N/A input / output No data | Grok Build 0 1 speed / latency N/A / N/A input / output No data |
|---|
Aiberm0 tests | Claude Sonnet 4.6 speed / latency N/A / N/A input / output No data | Grok Build 0 1 speed / latency N/A / N/A input / output No data |
|---|
AI派0 tests | Claude Sonnet 4.6 speed / latency N/A / N/A input / output No data | Grok Build 0 1 speed / latency N/A / N/A input / output No data |
|---|
Claude Sonnet 4.6 claude-sonnet-4-6 speed / latency No data input / output $1.73/M/$8.63/M | Grok Build 0 1 grok-build-0.1 speed / latency No data input / output $0.0096/M/$0.019/M |
Claude Sonnet 4.6 claude-sonnet-4-6 speed / latency No data input / output $0.010/request | Grok Build 0 1 grok-build-0.1 speed / latency No data input / output $39.04/M/$39.04/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
