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Claude Haiku 5.5 vs Gemma 2 27B

Claude Haiku 5.5

Anthropic

70#115
vs
Gemma 2 27B

Google

77#95
Signal-by-Signal Comparison
SignalClaude Haiku 5.5DeltaGemma 2 27B
Capabilities
100
+67
33
Pricing
100
+0
99
Context window size
95
+33
62
Recency
100
+100
0
Output Capacity
82
+29
53
Benchmarks
0
-83
83
Overall Result
5 wins
of 6
1 wins
Claude Haiku 5.5 wins 5 of 6 signals

Score History

Score History (38 data points)
Claude Haiku 5.5Gemma 2 27B
Claude Haiku 5.5

69.9

current score

Leader

Gemma 2 27B

right now

Gemma 2 27B

77.4

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

Gemma 2 27B

Google

Per request$0.000975
Daily$3.25
Monthly$97.50
Annual$1170.00

Claude Haiku 5.5 saves you $62.50/month

That's $750.00/year compared to Gemma 2 27B at your current usage level of 100K calls/month.

64% cheaper
Choose Claude Haiku 5.5 for cost optimization

Claude Haiku 5.5 pricing:
Input:$0.10/M tokens
Output:$0.50/M tokens
Gemma 2 27B pricing:
Input:$0.65/M tokens
Output:$0.65/M tokens
Claude Haiku 5.5

Anthropic

70

Composite Score

Winner
Gemma 2 27B

Google

77

Composite Score

Signal-by-Signal Comparison
MetricClaude Haiku 5.5Gemma 2 27BWinner
Overall Score
70
77
Gemma 2 27B
Rank#115#95
Gemma 2 27B
Quality Rank#115#95
Gemma 2 27B
Adoption Rank#115#95
Gemma 2 27B
Parameters--27B--
Context Window1000K8K
Claude Haiku 5.5
Pricing$0.10/$0.50/M$0.65/$0.65/M--
Signal Scores
Capabilities
100
33
Claude Haiku 5.5
Pricing
100
99
Claude Haiku 5.5
Context window size
95
62
Claude Haiku 5.5
Recency
100
0
Claude Haiku 5.5
Output Capacity
82
53
Claude Haiku 5.5
Benchmarks--
83
Gemma 2 27B
Benchmark Head-to-Head(6 benchmarks)
Claude Haiku: 0Gemma 2: 0
Claude Haiku
Gemma 2
Normalized 0-100%
MMLU
-75.2%
HumanEval
-69.5%
GSM8K
-85.3%
ARC-Challenge
-93.2%
HellaSwag
-93%
HLE
30.12%-
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 #115), placing it in the top 61% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Gemma 2 27BStrong Performer

Scores 77/100 (rank #95), placing it in the top 68% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Gemma 2 27B has a 8-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:

  • Processing long documents or large codebases (1000K token context)
  • Multimodal workflows that require image understanding
  • Agentic applications using tool/function calling
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Gemma 2 27B when you need:

  • Self-hosted deployments where you need full control over the model
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
Gemma 2 27B
Input cost$0.65/M tokens
Output cost$0.65/M tokens
Cost per quality point$0.017
Est. monthly (1M tokens/day)$19.50

Claude Haiku 5.5 offers 54% better value per quality point. At 1M tokens/day, you'd spend $9.00/month with Claude Haiku 5.5 vs $19.50/month with Gemma 2 27B - a $10.50 monthly difference.

Latency & Speed
Claude Haiku 5.5Faster
Speed score0/100
Gemma 2 27B
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 (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Claude Haiku 5.5

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 (77/100) correlates with better nuance, coherence, and style in long-form content

Gemma 2 27B

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:
Gemma 2 27B

Gemma 2 27B has a moderate advantage with a 7.5-point lead in composite score. It wins on more signal dimensions, but Claude Haiku 5.5 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 Cost - 54% 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
Gemma 2 27B
Recommended

by Google

Consider for specialized use cases.

Capability Comparison
CapabilityClaude Haiku 5.5Gemma 2 27B
Vision (Image Input)differs
Function Callingdiffers
Streaming
JSON Mode
Reasoningdiffers
Web Searchdiffers
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

Gemma 2 27B

Google

$1.95
estimated monthly cost

Claude Haiku 5.5 saves you $1.17/month

That's 60% cheaper than Gemma 2 27B 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 5.5Gemma 2 27B
Context Window1M8K
Max Output Tokens128,0002,048
Open SourceNoYes
CreatedOct 7, 2026Jul 13, 2024
Last updated: 45m ago

相关对比

Claude Haiku 5.5 vs Gemma 2 27B (2026) | LM Market Cap