Data points: 62
The readout for Claude Opus 4.6 and Gemini 2.0 Flash Lite 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 4 to 0.
Evidence depth
62 data points
Includes 4 benchmark rows, 0 audit samples, and 8 provider examples.
Selection signal
Start with Claude Opus 4.6
The charts below split 12 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 Opus 4.6 vs Gemini 2.0 Flash Lite 001claude-opus-4-6-vs-gemini-2-0-flash-lite-001 | Model A Claude Opus 4.6 | Model B Gemini 2.0 Flash Lite 001 |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 0 wins |
| Where it leads | Cheapest input price, Free providers, Provider coverage, Recent tests | No data |
| 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.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
Claude Opus 4.6
65.8
Avg. score
Gemini 2.0 Flash Lite 001
40.8
Selected category
Math
Claude Opus 4.6 leads by 42.3
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Claude Opus 4.6
winner84.0%
Rank #31/102 · confidence 4
Gemini 2.0 Flash Lite 001
53.5%
Rank #95/102 · confidence 4
Claude Opus 4.6
winner82.0%
Rank #31/74 · confidence 4 · eval date 2026-02-01
Gemini 2.0 Flash Lite 001
72.4%
Rank #64/74 · confidence 4
Claude Opus 4.6
winner18.6%
Rank #39/102 · confidence 4
Gemini 2.0 Flash Lite 001
3.6%
Rank #96/102 · confidence 4
Claude Opus 4.6
winner45.7%
Rank #21/100 · confidence 4
Gemini 2.0 Flash Lite 001
25.0%
Rank #92/100 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Claude Opus 4.6 | Gemini 2.0 Flash Lite 001 |
|---|---|---|
| No completed audits are available from shared providers 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 2.0 Flash Lite 001 |
|---|---|---|
TradingBase API5 tests | Claude Opus 4.6 speed / latency 43 tok/s / 1437ms input / output No data | Gemini 2.0 Flash Lite 001 speed / latency N/A / N/A input / output No data |
91VIP0 tests | Claude Opus 4.6 speed / latency N/A / N/A input / output No data | Gemini 2.0 Flash Lite 001 speed / latency N/A / N/A input / output No data |
AASS API0 tests | Claude Opus 4.6 speed / latency N/A / N/A input / output No data | Gemini 2.0 Flash Lite 001 speed / latency N/A / N/A input / output No data |
AI API0 tests | Claude Opus 4.6 speed / latency N/A / N/A input / output No data | Gemini 2.0 Flash Lite 001 speed / latency N/A / N/A input / output No data |
Crond0 tests | Claude Opus 4.6 speed / latency N/A / N/A input / output No data | Gemini 2.0 Flash Lite 001 speed / latency N/A / N/A input / output No data |
Claude Opus 4.6 claude-opus-4-6-20260205 speed / latency No data input / output $0.685/M / $3.42/M | Gemini 2.0 Flash Lite 001 gemini-2.0-flash-lite-001 speed / latency No data input / output $0.010/M / $0.041/M | |
Claude Opus 4.6 claude-opus-4-6-thinking speed / latency No data input / output $0.685/M / $3.42/M | Gemini 2.0 Flash Lite 001 gemini-2.0-flash-lite-001 speed / latency No data input / output $0.014/M / $0.055/M | |
Claude Opus 4.6 claude-opus-4-6 speed / latency No data input / output $0.685/M / $3.42/M | Gemini 2.0 Flash Lite 001 gemini-2.0-flash-lite-001 speed / latency No data input / output $0.014/M / $0.055/M |
This report only uses LMSpeed data for Claude Opus 4.6 and Gemini 2.0 Flash Lite 001: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | Claude Opus 4.6 | Gemini 2.0 Flash Lite 001 |
|---|---|---|
| When to choose each model | Claude Opus 4.6 Claude Opus 4.6 is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. | Gemini 2.0 Flash Lite 001 Gemini 2.0 Flash Lite 001 does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. |
TL;DR: Claude Opus 4.6 leads across 62 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from Claude Opus 4.6 vs Gemini 2.0 Flash Lite 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.
