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Claude Haiku 5.5 vs Gemini 3.8 Flash

Claude Haiku 5.5

Anthropic

70#123
vs
Gemini 3.8 Flash

Google

81#82
Signal-by-Signal Comparison
SignalClaude Haiku 5.5DeltaGemini 3.8 Flash
Capabilities
100
--
100
Pricing
100
+4
96
Context window size
95
0
96
Recency
100
--
100
Output Capacity
82
+5
77
Overall Result
2 wins
of 5
1 wins
Claude Haiku 5.5 wins 2 of 5 signals

Score History

Score History (7 data points)
Claude Haiku 5.5Gemini 3.8 Flash
Claude Haiku 5.5

69.9

current score

Leader

Gemini 3.8 Flash

right now

Gemini 3.8 Flash

81

current score

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

Claude Haiku 5.5

Anthropic

Best Value
Per request$0.000350
Daily$1.17
Monthly$35.00
Annual$420.00

Gemini 3.8 Flash

Google

Per request$0.002888
Daily$9.63
Monthly$288.75
Annual$3465.00

Claude Haiku 5.5 saves you $253.75/month

That's $3045.00/year compared to Gemini 3.8 Flash at your current usage level of 100K calls/month.

88% cheaper
Choose Claude Haiku 5.5 for cost optimization

Claude Haiku 5.5 pricing:
Input:$0.10/M tokens
Output:$0.50/M tokens
Gemini 3.8 Flash pricing:
Input:$0.83/M tokens
Output:$4.13/M tokens
Claude Haiku 5.5

Anthropic

70

Composite Score

Winner
Gemini 3.8 Flash

Google

81

Composite Score

Signal-by-Signal Comparison
MetricClaude Haiku 5.5Gemini 3.8 FlashWinner
Overall Score
70
81
Gemini 3.8 Flash
Rank#123#82
Gemini 3.8 Flash
Quality Rank#123#82
Gemini 3.8 Flash
Adoption Rank#123#82
Gemini 3.8 Flash
Parameters------
Context Window1000K1049K
Gemini 3.8 Flash
Pricing$0.10/$0.50/M$0.83/$4.13/M--
Signal Scores
Capabilities
100
100
Claude Haiku 5.5
Pricing
100
96
Claude Haiku 5.5
Context window size
95
96
Gemini 3.8 Flash
Recency
100
100
Claude Haiku 5.5
Output Capacity
82
77
Claude Haiku 5.5
Benchmark Head-to-Head(1 benchmarks)
Claude Haiku: 0Gemini 3.8: 1
Claude Haiku
Gemini 3.8
Normalized 0-100%
HLE
30.12%44.52%
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 Haiku 5.5Competitive

Scores 70/100 (rank #123), placing it in the top 58% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Gemini 3.8 FlashStrong Performer

Scores 81/100 (rank #82), placing it in the top 72% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Gemini 3.8 Flash has a 11-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 Haiku 5.5 when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Gemini 3.8 Flash when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Claude Haiku 5.5Best Value
Input cost$0.10/M tokens
Output cost$0.50/M tokens
Cost per quality point$0.009
Est. monthly (1M tokens/day)$9.00
Gemini 3.8 Flash
Input cost$0.83/M tokens
Output cost$4.13/M tokens
Cost per quality point$0.061
Est. monthly (1M tokens/day)$74.25

Claude Haiku 5.5 offers 88% better value per quality point. At 1M tokens/day, you'd spend $9.00/month with Claude Haiku 5.5 vs $74.25/month with Gemini 3.8 Flash - a $65.25 monthly difference.

Latency & Speed
Claude Haiku 5.5Faster
Speed score0/100
Gemini 3.8 Flash
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 Haiku 5.5

Customer support chatbot

Suitable for user-facing chat with competitive response times. Claude Haiku 5.5 also offers lower per-token costs for high-volume support

Claude Haiku 5.5

Long document analysis

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

Gemini 3.8 Flash

Batch data extraction

Lower output pricing ($0.50/M) reduces costs when processing thousands of records daily

Claude Haiku 5.5

Creative writing & content

Higher overall composite score (81/100) correlates with better nuance, coherence, and style in long-form content

Gemini 3.8 Flash

Image understanding & OCR

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

Claude Haiku 5.5
Which Should You Choose?
Our recommendation:
Gemini 3.8 Flash

Gemini 3.8 Flash clearly outperforms Claude Haiku 5.5 with a significant 11.099999999999994-point lead. For most general use cases, Gemini 3.8 Flash is the stronger choice. However, Claude Haiku 5.5 may still excel in niche scenarios.

by Anthropic

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 88% lower pricing; better value at scale
  • 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
Gemini 3.8 Flash
Recommended

by Google

Consider for specialized use cases.

Capability Comparison
CapabilityClaude Haiku 5.5Gemini 3.8 Flash
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 Haiku 5.5

Anthropic

Best Value
$0.7800
estimated monthly cost

Gemini 3.8 Flash

Google

$6.44
estimated monthly cost

Claude Haiku 5.5 saves you $5.66/month

That's 88% cheaper than Gemini 3.8 Flash 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 Haiku 5.5Gemini 3.8 Flash
Context Window1M1.0M
Max Output Tokens128,00065,536
Open SourceNoNo
CreatedOct 7, 2026Sep 2, 2026
Last updated: 22m ago

相关对比

Claude Haiku 5.5 vs Gemini 3.8 Flash (2026) | LM Market Cap