Data points: 71
The readout for Claude Opus 4.6 and Gemini 3.1 Flash Lite Preview, 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
71 data points
Includes 9 benchmark rows, 0 audit samples, and 3 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 3.1 Flash Lite Previewclaude-opus-4-6-vs-gemini-3-1-flash-lite-preview | Model A Claude Opus 4.6 | Model B Gemini 3.1 Flash Lite Preview |
|---|---|---|
| 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 Opus 4.6
64.1
Avg. score
Gemini 3.1 Flash Lite Preview
45.6
Selected category
Coding
Claude Opus 4.6 leads by 17.6
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
Claude Opus 4.6
47.6 tok/s
Rank #93/113 · confidence 4
Gemini 3.1 Flash Lite Preview
winner298.8 tok/s
Rank #2/113 · confidence 4
Claude Opus 4.6
winner2.11 s
Rank #51/113 · confidence 4
Gemini 3.1 Flash Lite Preview
5.05 s
Rank #55/113 · confidence 4
Claude Opus 4.6
winner2.11 s
Rank #84/113 · confidence 4
Gemini 3.1 Flash Lite Preview
5.05 s
Rank #89/113 · confidence 4
Claude Opus 4.6
$5.00/M
Rank #124/138 · confidence 4
Gemini 3.1 Flash Lite Preview
winner$0.250/M
Rank #33/138 · confidence 4
Claude Opus 4.6
$10.00/M
Rank #125/138 · confidence 4
Gemini 3.1 Flash Lite Preview
winner$0.563/M
Rank #43/138 · confidence 4
Claude Opus 4.6
$25.00/M
Rank #125/138 · confidence 4
Gemini 3.1 Flash Lite Preview
winner$1.50/M
Rank #45/138 · confidence 4
Claude Opus 4.6
winner84.0%
Rank #37/152 · confidence 4
Gemini 3.1 Flash Lite Preview
82.2%
Rank #49/152 · confidence 4
Claude Opus 4.6
winner18.6%
Rank #46/150 · confidence 4
Gemini 3.1 Flash Lite Preview
16.2%
Rank #50/150 · confidence 4
Claude Opus 4.6
winner45.7%
Rank #22/149 · confidence 4
Gemini 3.1 Flash Lite Preview
41.9%
Rank #38/149 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Claude Opus 4.6 | Gemini 3.1 Flash Lite Preview |
|---|---|---|
| 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 3.1 Flash Lite Preview |
|---|---|---|
5 tests | Claude Opus 4.6 claude-opus-4-6-fast speed / latency 45 tok/s / 2276ms input / output $10.30/M / $51.50/M |
This report only uses LMSpeed data for Claude Opus 4.6 and Gemini 3.1 Flash Lite Preview: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | Claude Opus 4.6 | Gemini 3.1 Flash Lite Preview |
|---|---|---|
| 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 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. |
TL;DR: Claude Opus 4.6 leads across 71 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from Claude Opus 4.6 vs Gemini 3.1 Flash Lite Preview into nearby model comparisons with enough verified LMSpeed data.
| No data |
| Model metadata | Claude Opus 4.6 exposes 1M tokens; notable signals: Text input, Image input, File input, Text output. | Gemini 3.1 Flash Lite Preview exposes 1.0M tokens; notable signals: Text input, Image input, File input, Audio input. |
|---|---|---|
| Developer | Anthropic | |
| Context window | 1M tokens | 1.0M tokens |
| Max output | 128K tokens | 65.5K tokens |
| Released | Feb 2026 | No data |
| Modalities | Input TextImageFile Output Text | Input TextImagevideoFileAudio Output Text |
| Features | Text inputImage inputFile inputText outputTool callingStructured outputsJSON modeReasoning | Text inputImage inputFile inputAudio inputText outputTool callingStructured outputs |
| Parameters | No data | No data |
| Tokenizer | Claude | Gemini |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | anthropic/claude-opus-4.6 | google/gemini-3.1-flash-lite-preview |
| References | No data | No data |
Gemini 3.1 Flash Lite Preview
[水]gemini-3.1-flash-lite-preview
speed / latency
N/A / N/A
input / output
$0.0026/M / $0.0026/M
Crond0 tests | Claude Opus 4.6 claude-opus-4-6 speed / latency N/A / N/A input / output $5.00/M / $25.00/M | Gemini 3.1 Flash Lite Preview gemini-3.1-flash-lite-preview-免费 speed / latency N/A / N/A input / output $15.00/M / $15.00/M |
|---|
Soul 公益站0 tests | Claude Opus 4.6 claude-opus-4-6-20260205 speed / latency N/A / N/A input / output $5.00/M / $25.00/M | Gemini 3.1 Flash Lite Preview [快速]gemini-3.1-flash-lite-preview speed / latency N/A / N/A input / output $1.00/M / $1.00/M |
|---|
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
