| Signal | Claude Sonnet 4 | Delta | Gemini 3.1 Flash Lite |
|---|---|---|---|
Capabilities | 83 | -17 | |
Benchmarks | 75 | +75 | |
Pricing | 85 | -13 | |
Context window size | 95 | 0 | |
Recency | 69 | -31 | |
Output Capacity | 80 | 0 | |
| Overall Result | 1 wins | of 6 | 5 wins |
Score History
74.4
current score
Claude Sonnet 4
right now
23.6
current score
Anthropic
Gemini 3.1 Flash Lite saves you $950.00/month
That's $11400.00/year compared to Claude Sonnet 4 at your current usage level of 100K calls/month.
| Metric | Claude Sonnet 4 | Gemini 3.1 Flash Lite | Winner |
|---|---|---|---|
| Overall Score | 74 | 24 | Claude Sonnet 4 |
| Rank | #69 | #338 | Claude Sonnet 4 |
| Quality Rank | #69 | #338 | Claude Sonnet 4 |
| Adoption Rank | #69 | #338 | Claude Sonnet 4 |
| Parameters | -- | -- | -- |
| Context Window | 1000K | 1049K | Gemini 3.1 Flash Lite |
| Pricing | $3.00/$15.00/M | $0.25/$1.50/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 100 | Gemini 3.1 Flash Lite |
| Benchmarks | 75 | -- | Claude Sonnet 4 |
| Pricing | 85 | 99 | Gemini 3.1 Flash Lite |
| Context window size | 95 | 96 | Gemini 3.1 Flash Lite |
| Recency | 69 | 100 | Gemini 3.1 Flash Lite |
| Output Capacity | 80 | 80 | Gemini 3.1 Flash Lite |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 74/100 (rank #69), placing it in the top 77% of all 290 models tracked.
Scores 24/100 (rank #338), placing it in the top -16% of all 290 models tracked.
Claude Sonnet 4 has a 51-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Gemini 3.1 Flash Lite offers 90% better value per quality point. At 1M tokens/day, you'd spend $26.25/month with Gemini 3.1 Flash Lite vs $270.00/month with Claude Sonnet 4 - a $243.75 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Gemini 3.1 Flash Lite also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($1.50/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (74/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Claude Sonnet 4 clearly outperforms Gemini 3.1 Flash Lite with a significant 50.800000000000004-point lead. For most general use cases, Claude Sonnet 4 is the stronger choice. However, Gemini 3.1 Flash Lite may still excel in niche scenarios.
Best for Quality
Claude Sonnet 4
Marginally better benchmark scores; both are excellent
Best for Cost
Gemini 3.1 Flash Lite
90% lower pricing; better value at scale
Best for Reliability
Claude Sonnet 4
Higher uptime and faster response speeds
Best for Prototyping
Claude Sonnet 4
Stronger community support and better developer experience
Best for Production
Claude Sonnet 4
Wider enterprise adoption and proven at scale
by Anthropic
| Capability | Claude Sonnet 4 | Gemini 3.1 Flash Lite |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Anthropic
Gemini 3.1 Flash Lite saves you $21.15/month
That's 90% cheaper than Claude Sonnet 4 at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Claude Sonnet 4 | Gemini 3.1 Flash Lite |
|---|---|---|
| Context Window | 1M | 1.0M |
| Max Output Tokens | 64,000 | 65,536 |
| Open Source | No | No |
| Created | May 22, 2025 | May 7, 2026 |