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Claude Haiku 5.5 vs Phi 4

Claude Haiku 5.5

Anthropic

70#115
vs
Phi 4

Microsoft

61#158
Signal-by-Signal Comparison
SignalClaude Haiku 5.5DeltaPhi 4
Capabilities
100
+67
33
Pricing
100
0
100
Context window size
95
+28
67
Recency
100
+88
12
Output Capacity
82
+15
67
Benchmarks
0
-65
65
Overall Result
4 wins
of 6
2 wins
Claude Haiku 5.5 wins 4 of 6 signals

Score History

Score History (38 data points)
Claude Haiku 5.5Phi 4
Claude Haiku 5.5

69.9

current score

Leader

Claude Haiku 5.5

right now

Phi 4

61

current score

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

Claude Haiku 5.5

Anthropic

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

Phi 4

Microsoft

Best Value
Per request$0.000140
Daily$0.47
Monthly$14.00
Annual$168.00

Phi 4 saves you $21.00/month

That's $252.00/year compared to Claude Haiku 5.5 at your current usage level of 100K calls/month.

60% cheaper
Choose Phi 4 for cost optimization

Claude Haiku 5.5 pricing:
Input:$0.10/M tokens
Output:$0.50/M tokens
Phi 4 pricing:
Input:$0.07/M tokens
Output:$0.14/M tokens
Winner
Claude Haiku 5.5

Anthropic

70

Composite Score

Phi 4

Microsoft

61

Composite Score

Signal-by-Signal Comparison
MetricClaude Haiku 5.5Phi 4Winner
Overall Score
70
61
Claude Haiku 5.5
Rank#115#158
Claude Haiku 5.5
Quality Rank#115#158
Claude Haiku 5.5
Adoption Rank#115#158
Claude Haiku 5.5
Parameters------
Context Window1000K16K
Claude Haiku 5.5
Pricing$0.10/$0.50/M$0.07/$0.14/M--
Signal Scores
Capabilities
100
33
Claude Haiku 5.5
Pricing
100
100
Phi 4
Context window size
95
67
Claude Haiku 5.5
Recency
100
12
Claude Haiku 5.5
Output Capacity
82
67
Claude Haiku 5.5
Benchmarks--
65
Phi 4
Benchmark Head-to-Head(11 benchmarks)
Claude Haiku: 0Phi 4: 0
Claude Haiku
Phi 4
Normalized 0-100%
MMLU
-84.8%
MMLU-Pro
-70.5%
GPQA Diamond
-56.1%
MATH-500
-80.4%
HumanEval
-82.6%
IFEval
-80.1%
BBH
-78%
ARC-Challenge
-95.5%
LiveBench
-35.7%
HLE
30.12%-
BigCodeBench
-45.5%
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
Phi 4Competitive

Scores 61/100 (rank #158), placing it in the top 46% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Claude Haiku 5.5 has a 9-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 Phi 4 when you need:

  • High-volume production workloads where API costs must be minimized
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Claude Haiku 5.5
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
Phi 4Best Value
Input cost$0.07/M tokens
Output cost$0.14/M tokens
Cost per quality point$0.003
Est. monthly (1M tokens/day)$3.15

Phi 4 offers 65% better value per quality point. At 1M tokens/day, you'd spend $3.15/month with Phi 4 vs $9.00/month with Claude Haiku 5.5 - a $5.85 monthly difference.

Latency & Speed
Claude Haiku 5.5Faster
Speed score0/100
Phi 4
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. Phi 4 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 ($0.14/M) reduces costs when processing thousands of records daily

Phi 4

Creative writing & content

Higher overall composite score (70/100) correlates with better nuance, coherence, and style in long-form content

Claude Haiku 5.5

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:
Claude Haiku 5.5

Claude Haiku 5.5 has a moderate advantage with a 8.900000000000006-point lead in composite score. It wins on more signal dimensions, but Phi 4 has specific strengths that could make it the better choice for certain workflows.

Claude Haiku 5.5
Recommended

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 Microsoft

  • Choose for Cost - 65% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Haiku 5.5Phi 4
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

$0.7800
estimated monthly cost

Phi 4

Microsoft

Best Value
$0.2940
estimated monthly cost

Phi 4 saves you $0.4860/month

That's 62% cheaper than Claude Haiku 5.5 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 5.5Phi 4
Context Window1M16K
Max Output Tokens128,00014,745
Open SourceNoYes
CreatedOct 7, 2026Jan 10, 2025
Last updated: 5m ago

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