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Claude Sonnet 4.6 vs Gemini 3.1 Flash Lite Preview

Signal-by-Signal Comparison
SignalClaude Sonnet 4.6DeltaGemini 3.1 Flash Lite Preview
Capabilities
100
--
100
Benchmarks
82
+3
79
Pricing
85
-13
99
Context window size
95
0
96
Recency
100
--
100
Output Capacity
85
+5
80
Overall Result
2 wins
of 6
2 wins
It's a tie - both models win 2 signals each

Score History

Score History (25 data points)
Claude Sonnet 4.6Gemini 3.1 Flash Lite Preview
Claude Sonnet 4.6

85.2

current score

Leader

Claude Sonnet 4.6

right now

Gemini 3.1 Flash Lite Preview

79.3

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Claude Sonnet 4.6

Anthropic

Per request$0.010500
Daily$35.00
Monthly$1050.00
Annual$12600.00

Gemini 3.1 Flash Lite Preview

Google

Best Value
Per request$0.001000
Daily$3.33
Monthly$100.00
Annual$1200.00

Gemini 3.1 Flash Lite Preview saves you $950.00/month

That's $11400.00/year compared to Claude Sonnet 4.6 at your current usage level of 100K calls/month.

90% cheaper
Choose Gemini 3.1 Flash Lite Preview for cost optimization

Claude Sonnet 4.6 pricing:
Input:$3.00/M tokens
Output:$15.00/M tokens
Gemini 3.1 Flash Lite Preview pricing:
Input:$0.25/M tokens
Output:$1.50/M tokens
Winner
Claude Sonnet 4.6

Anthropic

85

Composite Score

Gemini 3.1 Flash Lite Preview

Google

79

Composite Score

Signal-by-Signal Comparison
MetricClaude Sonnet 4.6Gemini 3.1 Flash Lite PreviewWinner
Overall Score
85
79
Claude Sonnet 4.6
Rank#66#95
Claude Sonnet 4.6
Quality Rank#66#95
Claude Sonnet 4.6
Adoption Rank#66#95
Claude Sonnet 4.6
Parameters------
Context Window1000K1049K
Gemini 3.1 Flash Lite Preview
Pricing$3.00/$15.00/M$0.25/$1.50/M--
Signal Scores
Capabilities
100
100
Claude Sonnet 4.6
Benchmarks
82
79
Claude Sonnet 4.6
Pricing
85
99
Gemini 3.1 Flash Lite Preview
Context window size
95
96
Gemini 3.1 Flash Lite Preview
Recency
100
100
Claude Sonnet 4.6
Output Capacity
85
80
Claude Sonnet 4.6
Benchmark Head-to-Head(13 benchmarks)
Claude Sonnet: 1Gemini 3.1: 1
Claude Sonnet
Gemini 3.1
Normalized 0-100%
MMLU
91.2%-
MMLU-Pro
79%86.2%
GPQA Diamond
82%-
MATH-500
85.3%-
HumanEval
95.2%-
SWE-bench Verified
79.6%-
AIME 2024
65%-
IFEval
91%-
BBH
89.8%-
Arena Elo
14601432
LiveBench
73.2%-
HLE
30.5%-
BigCodeBench
68.4%-
Benchmark Interpretation

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.

Claude Sonnet 4.6Elite Tier

Scores 85/100 (rank #66), placing it in the top 78% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Gemini 3.1 Flash Lite PreviewStrong Performer

Scores 79/100 (rank #95), placing it in the top 68% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Claude Sonnet 4.6 has a 6-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Claude Sonnet 4.6 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose Gemini 3.1 Flash Lite Preview when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Claude Sonnet 4.6
Input cost$3.00/M tokens
Output cost$15.00/M tokens
Cost per quality point$0.211
Est. monthly (1M tokens/day)$270.00
Gemini 3.1 Flash Lite PreviewBest Value
Input cost$0.25/M tokens
Output cost$1.50/M tokens
Cost per quality point$0.022
Est. monthly (1M tokens/day)$26.25

Gemini 3.1 Flash Lite Preview offers 90% better value per quality point. At 1M tokens/day, you'd spend $26.25/month with Gemini 3.1 Flash Lite Preview vs $270.00/month with Claude Sonnet 4.6 - a $243.75 monthly difference.

Latency & Speed
Claude Sonnet 4.6Faster
Speed score0/100
Gemini 3.1 Flash Lite Preview
Speed score0/100

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.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Claude Sonnet 4.6

Customer support chatbot

Suitable for user-facing chat with competitive response times. Gemini 3.1 Flash Lite Preview also offers lower per-token costs for high-volume support

Claude Sonnet 4.6

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Gemini 3.1 Flash Lite Preview

Batch data extraction

Lower output pricing ($1.50/M) reduces costs when processing thousands of records daily

Gemini 3.1 Flash Lite Preview

Creative writing & content

Higher overall composite score (85/100) correlates with better nuance, coherence, and style in long-form content

Claude Sonnet 4.6

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Claude Sonnet 4.6
Which Should You Choose?
Our recommendation:
Claude Sonnet 4.6

Claude Sonnet 4.6 has a moderate advantage with a 5.900000000000006-point lead in composite score. It wins on more signal dimensions, but Gemini 3.1 Flash Lite Preview has specific strengths that could make it the better choice for certain workflows.

by Anthropic

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by Google

  • Choose for Cost - 90% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Sonnet 4.6Gemini 3.1 Flash Lite Preview
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Claude Sonnet 4.6

Anthropic

$23.40
estimated monthly cost

Gemini 3.1 Flash Lite Preview

Google

Best Value
$2.25
estimated monthly cost

Gemini 3.1 Flash Lite Preview saves you $21.15/month

That's 90% cheaper than Claude Sonnet 4.6 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.

Parameters & Context
ParameterClaude Sonnet 4.6Gemini 3.1 Flash Lite Preview
Context Window1M1.0M
Max Output Tokens128,00065,536
Open SourceNoNo
CreatedFeb 17, 2026Mar 3, 2026
Frequently Asked Questions

Claude Sonnet 4.6's $15/M output pricing reflects Anthropic's premium positioning and potentially higher inference costs, while Google's aggressive $1.5/M output pricing for Flash Lite Preview is part of their strategy to capture market share with their preview models. The identical 66/100 scores suggest that for pure coding performance, you're paying a 10x premium for the Claude brand and ecosystem rather than measurably better outputs.

Claude Sonnet 4.6's nearly 2x larger max output (128K vs 66K tokens) makes it superior for generating complete codebases, extensive documentation, or multi-file refactoring tasks that exceed 66K tokens. This advantage becomes critical for enterprise code generation workflows where Gemini would require multiple calls to complete tasks that Claude handles in a single request, potentially negating the 10x cost savings.

While Gemini supports audio and video inputs that Claude lacks, these modalities offer minimal practical advantage for the coding category where both models scored 66/100. The real differentiator for multimodal coding workflows would be processing video tutorials or audio descriptions of bugs, but at $0.25/M input tokens, Gemini's preview model likely offers experimental rather than production-ready multimodal coding assistance.

The 12x input cost reduction ($3 vs $0.25 per million tokens) makes Gemini compelling for high-volume coding tasks, potentially saving thousands monthly for teams processing millions of tokens. However, the 4-position rank difference (#9 vs #13) and Claude's established ecosystem stability versus Google's 'Preview' designation suggest keeping mission-critical workflows on Claude while testing Gemini for cost-sensitive batch operations.

The ranking gap likely reflects factors beyond raw coding performance: Claude's 128K max output versus Gemini's 66K, Anthropic's track record of model stability versus Google's frequent model deprecations, and potentially superior performance on tasks not captured in the 66/100 benchmark score. The identical scores but different ranks suggest the coding benchmark may not fully capture real-world performance differences that affect the 340-model rankings.

Last updated: 41m ago

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Claude Sonnet 4.6 vs Gemini 3.1 Flash Lite Preview (2026) | LM Market Cap