Data points: 69
The readout for Claude Opus 4.6 and Gemini Embedding 001, before the detailed comparison sheet.
Decision read
Claude Opus 4.6
Claude Opus 4.6 currently has the stronger profile, with verified wins split 2 to 1.
Evidence depth
69 data points
Includes 0 benchmark rows, 3 audit samples, and 7 provider examples.
Selection signal
Start with Claude Opus 4.6
The charts below split 10 high-signal samples across speed, scores, and audit health.
Model compare Claude Opus 4.6 vs Gemini Embedding 001claude-opus-4-6-vs-gemini-embedding-001 | Model A Claude Opus 4.6 | Model B Gemini Embedding 001 |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 2 wins | 1 wins |
| Where it leads | Provider coverage, Recent tests | Cheapest input price |
| Model metadata | Claude Opus 4.6 exposes 1M tokens; notable signals: Text input, Image input, File input, Text output. | No OpenRouter metadata is available yet for this model. |
| Developer | Anthropic | |
| Context window | 1M tokens | No data |
| Max output | 128K tokens | No data |
| Released | Apr 2026 | No data |
| Modalities | Input TextImageFile Output Text | No data |
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning | None listed |
| Parameters | No data | No data |
| Tokenizer | Claude | No data |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | anthropic/claude-opus-4.6-fast | No data |
| References | No data | No data |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
| Metric | Claude Opus 4.6 | Gemini Embedding 001 |
|---|---|---|
| No shared benchmark metrics are available yet. | ||
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Claude Opus 4.6 | Gemini Embedding 001 |
|---|---|---|
VSLLMWinner: Claude Opus 4.6 | Claude Opus 4.6 claude-opus-4-6 Audit score 94 76100100100 | Gemini Embedding 001 gemini-embedding-001 No audit yet |
小水管 APIWinner: Claude Opus 4.6 | Claude Opus 4.6 claude-opus-4-6 Audit score 84 728480100 | Gemini Embedding 001 gemini-embedding-001 No audit yet |
Leonhard APIWinner: Claude Opus 4.6 | Claude Opus 4.6 claude-opus-4-6 Audit score 82 668478100 | Gemini Embedding 001 gemini-embedding-001 No audit yet |
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | Claude Opus 4.6 | Gemini Embedding 001 |
|---|---|---|
ModelPool10 tests | Claude Opus 4.6 speed / latency 84 tok/s / 3916ms input / output No data | Gemini Embedding 001 speed / latency N/A / N/A input / output No data |
N1N5 tests | Claude Opus 4.6 speed / latency 46 tok/s / 2559ms input / output No data | Gemini Embedding 001 speed / latency N/A / N/A input / output No data |
TradingBase API5 tests | Claude Opus 4.6 speed / latency 43 tok/s / 1437ms input / output No data | Gemini Embedding 001 speed / latency N/A / N/A input / output No data |
小水管 API5 tests | Claude Opus 4.6 claude-opus-4-6 speed / latency 45 tok/s / 6167ms input / output $0/M / $0/M | Gemini Embedding 001 gemini-embedding-001 speed / latency N/A / N/A input / output $0/M / $0/M |
91VIP0 tests | Claude Opus 4.6 speed / latency N/A / N/A input / output No data | Gemini Embedding 001 speed / latency N/A / N/A input / output No data |
Claude Opus 4.6 c/claude-opus-4-6-thinking speed / latency No data input / output $0.0017/M / $0.0017/M | Gemini Embedding 001 gemini-embedding-001 speed / latency No data input / output $0.300/M / $2.50/M | |
Claude Opus 4.6 claude-opus-4-6-thinking speed / latency No data input / output $0.205/M / $1.03/M | Gemini Embedding 001 gemini-embedding-001 speed / latency No data input / output $0.0062/M / $0.0062/M |
This report only uses LMSpeed data for Claude Opus 4.6 and Gemini Embedding 001: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | Claude Opus 4.6 | Gemini Embedding 001 |
|---|---|---|
| When to choose each model | Claude Opus 4.6 Claude Opus 4.6 is stronger when you prioritize Provider coverage, Recent tests. | Gemini Embedding 001 Gemini Embedding 001 is stronger when you prioritize Cheapest input price. |
TL;DR: Claude Opus 4.6 leads across 69 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from Claude Opus 4.6 vs Gemini Embedding 001 into nearby model comparisons with enough verified LMSpeed data.
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
