Claude 3 Haiku vs Fugu Max
| Signal | Claude 3 Haiku | Delta | Fugu Max |
|---|---|---|---|
Capabilities | 67 | -33 | |
Benchmarks | 48 | +48 | |
Pricing | 99 | +5 | |
Context window size | 84 | -11 | |
Recency | 0 | -100 | |
Output Capacity | 58 | -24 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
51.3
current score
Claude 3 Haiku
right now
40
current score
Claude 3 Haiku
Anthropic
Fugu Max
sakana
Claude 3 Haiku saves you $412.50/month
That's $4950.00/year compared to Fugu Max at your current usage level of 100K calls/month.
| Metric | Claude 3 Haiku | Fugu Max | Winner |
|---|---|---|---|
| Overall Score | 51 | 40 | Claude 3 Haiku |
| Rank | #226 | #248 | Claude 3 Haiku |
| Quality Rank | #226 | #248 | Claude 3 Haiku |
| Adoption Rank | #226 | #248 | Claude 3 Haiku |
| Parameters | -- | -- | -- |
| Context Window | 200K | 1000K | Fugu Max |
| Pricing | $0.25/$1.25/M | $2.00/$6.00/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 100 | Fugu Max |
| Benchmarks | 48 | -- | Claude 3 Haiku |
| Pricing | 99 | 94 | Claude 3 Haiku |
| Context window size | 84 | 95 | Fugu Max |
| Recency | 0 | 100 | Fugu Max |
| Output Capacity | 58 | 82 | Fugu Max |
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.
Scores 51/100 (rank #226), placing it in the top 22% of all 290 models tracked.
Scores 40/100 (rank #248), placing it in the top 15% of all 290 models tracked.
Claude 3 Haiku has a 11-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.
Choose Claude 3 Haiku when you need:
- High-volume production workloads where API costs must be minimized
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
Claude 3 Haiku offers 81% better value per quality point. At 1M tokens/day, you'd spend $22.50/month with Claude 3 Haiku vs $120.00/month with Fugu Max - a $97.50 monthly difference.
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.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Claude 3 Haiku also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($1.25/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (51/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Claude 3 Haiku clearly outperforms Fugu Max with a significant 11.299999999999997-point lead. For most general use cases, Claude 3 Haiku is the stronger choice. However, Fugu Max may still excel in niche scenarios.
By Use Case
Best for Quality
Claude 3 Haiku
Marginally better benchmark scores; both are excellent
Best for Cost
Claude 3 Haiku
81% lower pricing; better value at scale
Best for Reliability
Claude 3 Haiku
Higher uptime and faster response speeds
Best for Prototyping
Claude 3 Haiku
Stronger community support and better developer experience
Best for Production
Claude 3 Haiku
Wider enterprise adoption and proven at scale
by Anthropic
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 81% 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
| Capability | Claude 3 Haiku | Fugu Max |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
Claude 3 Haiku
Anthropic
Fugu Max
sakana
Claude 3 Haiku saves you $8.85/month
That's 82% 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.
| Parameter | Claude 3 Haiku | Fugu Max |
|---|---|---|
| Context Window | 200K | 1M |
| Max Output Tokens | 4,096 | 128,000 |
| Open Source | No | No |
| Created | Mar 13, 2024 | Sep 11, 2026 |