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Claude Haiku 4.5 vs Phi 4

Claude Haiku 4.5

Anthropic

70#119
vs
Phi 4

Microsoft

70#121
Signal-by-Signal Comparison
SignalClaude Haiku 4.5DeltaPhi 4
Capabilities
100
+67
33
Benchmarks
73
-2
74
Pricing
95
-5
100
Context window size
84
+17
67
Recency
66
+51
16
Output Capacity
77
+10
67
Overall Result
4 wins
of 6
2 wins
Claude Haiku 4.5 wins 4 of 6 signals

Score History

Score History (35 data points)
Claude Haiku 4.5Phi 4
Claude Haiku 4.5

69.9

current score

Leader

Tied

right now

Phi 4

69.9

current score

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

Claude Haiku 4.5

Anthropic

Per request$0.003500
Daily$11.67
Monthly$350.00
Annual$4200.00

Phi 4

Microsoft

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

Phi 4 saves you $336.00/month

That's $4032.00/year compared to Claude Haiku 4.5 at your current usage level of 100K calls/month.

96% cheaper
Choose Phi 4 for cost optimization

Claude Haiku 4.5 pricing:
Input:$1.00/M tokens
Output:$5.00/M tokens
Phi 4 pricing:
Input:$0.07/M tokens
Output:$0.14/M tokens
Tie
Claude Haiku 4.5

Anthropic

70

Composite Score

Tie
Phi 4

Microsoft

70

Composite Score

Signal-by-Signal Comparison
MetricClaude Haiku 4.5Phi 4Winner
Overall Score
70
70
--
Rank#119#121
Claude Haiku 4.5
Quality Rank#119#121
Claude Haiku 4.5
Adoption Rank#119#121
Claude Haiku 4.5
Parameters------
Context Window200K16K
Claude Haiku 4.5
Pricing$1.00/$5.00/M$0.07/$0.14/M--
Signal Scores
Capabilities
100
33
Claude Haiku 4.5
Benchmarks
73
74
Phi 4
Pricing
95
100
Phi 4
Context window size
84
67
Claude Haiku 4.5
Recency
66
16
Claude Haiku 4.5
Output Capacity
77
67
Claude Haiku 4.5
Benchmark Head-to-Head(10 benchmarks)
Claude Haiku: 3Phi 4: 4
Claude Haiku
Phi 4
Normalized 0-100%
MMLU
84.5%84.8%
MMLU-Pro
68%70.5%
GPQA Diamond
52%56.1%
MATH-500
72.5%80.4%
HumanEval
89.8%82.6%
IFEval
84%80.1%
BBH
78.5%78%
ARC-Challenge
-95.5%
Arena Elo
1240-
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 4.5Competitive

Scores 70/100 (rank #119), placing it in the top 59% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Phi 4Competitive

Scores 70/100 (rank #121), placing it in the top 59% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Claude Haiku 4.5 when you need:

  • Processing long documents or large codebases (200K 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 4.5
Input cost$1.00/M tokens
Output cost$5.00/M tokens
Cost per quality point$0.086
Est. monthly (1M tokens/day)$90.00
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 97% better value per quality point. At 1M tokens/day, you'd spend $3.15/month with Phi 4 vs $90.00/month with Claude Haiku 4.5 - a $86.85 monthly difference.

Latency & Speed
Claude Haiku 4.5Faster
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 4.5

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 4.5

Long document analysis

Larger context window (200K tokens) can process longer documents, contracts, and research papers in a single pass

Claude Haiku 4.5

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 4.5

Image understanding & OCR

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

Claude Haiku 4.5
Which Should You Choose?
Our recommendation:
Claude Haiku 4.5

Claude Haiku 4.5 and Phi 4 are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

Claude Haiku 4.5
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 - 97% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Haiku 4.5Phi 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 4.5

Anthropic

$7.80
estimated monthly cost

Phi 4

Microsoft

Best Value
$0.2940
estimated monthly cost

Phi 4 saves you $7.51/month

That's 96% cheaper than Claude Haiku 4.5 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 4.5Phi 4
Context Window200K16K
Max Output Tokens64,00014,745
Open SourceNoYes
CreatedOct 15, 2025Jan 10, 2025
Last updated: 41m ago

相关对比

Claude Haiku 4.5 vs Phi 4 (2026) | LM Market Cap