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Claude Haiku 4.5 (batch) vs Fugu Max

vs
Fugu Max

sakana

40#245
Signal-by-Signal Comparison
SignalClaude Haiku 4.5 (batch)DeltaFugu Max
Capabilities
100
--
100
Benchmarks
73
+73
0
Pricing
98
+4
94
Context window size
84
-11
95
Recency
72
-28
100
Output Capacity
77
-5
82
Overall Result
2 wins
of 6
3 wins
Fugu Max wins 3 of 6 signals

Score History

Score History (6 data points)
Claude Haiku 4.5 (batch)Fugu Max
Claude Haiku 4.5 (batch)

69.9

current score

Leader

Claude Haiku 4.5 (batch)

right now

Fugu Max

40

current score

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

Claude Haiku 4.5 (batch)

Anthropic

Best Value
Per request$0.001750
Daily$5.83
Monthly$175.00
Annual$2100.00

Fugu Max

sakana

Per request$0.005000
Daily$16.67
Monthly$500.00
Annual$6000.00

Claude Haiku 4.5 (batch) saves you $325.00/month

That's $3900.00/year compared to Fugu Max at your current usage level of 100K calls/month.

65% cheaper
Choose Claude Haiku 4.5 (batch) for cost optimization

Claude Haiku 4.5 (batch) pricing:
Input:$0.50/M tokens
Output:$2.50/M tokens
Fugu Max pricing:
Input:$2.00/M tokens
Output:$6.00/M tokens
Winner
Claude Haiku 4.5 (batch)

Anthropic

70

Composite Score

Fugu Max

sakana

40

Composite Score

Signal-by-Signal Comparison
MetricClaude Haiku 4.5 (batch)Fugu MaxWinner
Overall Score
70
40
Claude Haiku 4.5 (batch)
Rank#168#245
Claude Haiku 4.5 (batch)
Quality Rank#168#245
Claude Haiku 4.5 (batch)
Adoption Rank#168#245
Claude Haiku 4.5 (batch)
Parameters------
Context Window200K1000K
Fugu Max
Pricing$0.50/$2.50/M$2.00/$6.00/M--
Signal Scores
Capabilities
100
100
Claude Haiku 4.5 (batch)
Benchmarks
73
--
Claude Haiku 4.5 (batch)
Pricing
98
94
Claude Haiku 4.5 (batch)
Context window size
84
95
Fugu Max
Recency
72
100
Fugu Max
Output Capacity
77
82
Fugu Max
Benchmark Head-to-Head(8 benchmarks)
Claude Haiku: 0Fugu Max: 0
Claude Haiku
Fugu Max
Normalized 0-100%
MMLU
84.5%-
MMLU-Pro
68%-
GPQA Diamond
52%-
MATH-500
72.5%-
HumanEval
89.8%-
IFEval
84%-
BBH
78.5%-
Arena Elo
1240-
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 4.5 (batch)Competitive

Scores 70/100 (rank #168), placing it in the top 42% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Fugu MaxEntry Level

Scores 40/100 (rank #245), placing it in the top 16% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Claude Haiku 4.5 (batch) has a 30-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Claude Haiku 4.5 (batch) when you need:

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

Choose Fugu Max when you need:

  • Processing long documents or large codebases (1000K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Claude Haiku 4.5 (batch)Best Value
Input cost$0.50/M tokens
Output cost$2.50/M tokens
Cost per quality point$0.043
Est. monthly (1M tokens/day)$45.00
Fugu Max
Input cost$2.00/M tokens
Output cost$6.00/M tokens
Cost per quality point$0.200
Est. monthly (1M tokens/day)$120.00

Claude Haiku 4.5 (batch) offers 63% better value per quality point. At 1M tokens/day, you'd spend $45.00/month with Claude Haiku 4.5 (batch) vs $120.00/month with Fugu Max - a $75.00 monthly difference.

Latency & Speed
Claude Haiku 4.5 (batch)Faster
Speed score0/100
Fugu Max
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 (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Claude Haiku 4.5 (batch) also offers lower per-token costs for high-volume support

Claude Haiku 4.5 (batch)

Long document analysis

Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Fugu Max

Batch data extraction

Lower output pricing ($2.50/M) reduces costs when processing thousands of records daily

Claude Haiku 4.5 (batch)

Creative writing & content

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

Claude Haiku 4.5 (batch)

Image understanding & OCR

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

Claude Haiku 4.5 (batch)
Which Should You Choose?
Our recommendation:
Claude Haiku 4.5 (batch)

Claude Haiku 4.5 (batch) clearly outperforms Fugu Max with a significant 29.900000000000006-point lead. For most general use cases, Claude Haiku 4.5 (batch) is the stronger choice. However, Fugu Max may still excel in niche scenarios.

by Anthropic

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 63% 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

by sakana

Consider for specialized use cases.

Capability Comparison
CapabilityClaude Haiku 4.5 (batch)Fugu Max
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 4.5 (batch)

Anthropic

Best Value
$3.90
estimated monthly cost

Fugu Max

sakana

$10.80
estimated monthly cost

Claude Haiku 4.5 (batch) saves you $6.90/month

That's 64% cheaper than Fugu Max 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 4.5 (batch)Fugu Max
Context Window200K1M
Max Output Tokens64,000128,000
Open SourceNoNo
CreatedOct 15, 2025Sep 11, 2026
Last updated: 15m ago

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Claude Haiku 4.5 (batch) vs Fugu Max (2026) | LM Market Cap