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Command R7B (12-2024) vs Fugu Max

vs
Fugu Max

sakana

40#256
Signal-by-Signal Comparison
SignalCommand R7B (12-2024)DeltaFugu Max
Capabilities
33
-67
100
Benchmarks
38
+38
0
Pricing
100
+6
94
Context window size
81
-14
95
Recency
15
-85
100
Output Capacity
58
-24
82
Overall Result
2 wins
of 6
4 wins
Fugu Max wins 4 of 6 signals

Score History

Score History (32 data points)
Command R7B (12-2024)Fugu Max
Command R7B (12-2024)

35.8

current score

Leader

Fugu Max

right now

Fugu Max

40

current score

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

Command R7B (12-2024)

Cohere

Best Value
Per request$0.000112
Daily$0.38
Monthly$11.25
Annual$135.00

Fugu Max

sakana

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

Command R7B (12-2024) saves you $488.75/month

That's $5865.00/year compared to Fugu Max at your current usage level of 100K calls/month.

98% cheaper
Choose Command R7B (12-2024) for cost optimization

Command R7B (12-2024) pricing:
Input:$0.04/M tokens
Output:$0.15/M tokens
Fugu Max pricing:
Input:$2.00/M tokens
Output:$6.00/M tokens
Command R7B (12-2024)

Cohere

36

Composite Score

Winner
Fugu Max

sakana

40

Composite Score

Signal-by-Signal Comparison
MetricCommand R7B (12-2024)Fugu MaxWinner
Overall Score
36
40
Fugu Max
Rank#419#256
Fugu Max
Quality Rank#419#256
Fugu Max
Adoption Rank#419#256
Fugu Max
Parameters7B----
Context Window128K1000K
Fugu Max
Pricing$0.04/$0.15/M$2.00/$6.00/M--
Signal Scores
Capabilities
33
100
Fugu Max
Benchmarks
38
--
Command R7B (12-2024)
Pricing
100
94
Command R7B (12-2024)
Context window size
81
95
Fugu Max
Recency
15
100
Fugu Max
Output Capacity
58
82
Fugu Max
Benchmark Head-to-Head(3 benchmarks)
Command R7B: 0Fugu Max: 0
Command R7B
Fugu Max
Normalized 0-100%
MMLU-Pro
28.58%-
IFEval
77.13%-
BBH
36.02%-
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.

Command R7B (12-2024)Entry Level

Scores 36/100 (rank #419), placing it in the top -44% of all 290 models tracked.

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

Scores 40/100 (rank #256), placing it in the top 12% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 4-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 Command R7B (12-2024) 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)
  • Multimodal workflows that require image understanding
  • Agentic applications using tool/function calling
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Command R7B (12-2024)Best Value
Input cost$0.04/M tokens
Output cost$0.15/M tokens
Cost per quality point$0.005
Est. monthly (1M tokens/day)$2.81
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

Command R7B (12-2024) offers 98% better value per quality point. At 1M tokens/day, you'd spend $2.81/month with Command R7B (12-2024) vs $120.00/month with Fugu Max - a $117.19 monthly difference.

Latency & Speed
Command R7B (12-2024)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

Command R7B (12-2024)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Command R7B (12-2024) also offers lower per-token costs for high-volume support

Command R7B (12-2024)

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 ($0.15/M) reduces costs when processing thousands of records daily

Command R7B (12-2024)

Creative writing & content

Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content

Fugu Max

Image understanding & OCR

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

Fugu Max
Which Should You Choose?
Our recommendation:
Fugu Max

Fugu Max has a moderate advantage with a 4.200000000000003-point lead in composite score. It wins on more signal dimensions, but Command R7B (12-2024) has specific strengths that could make it the better choice for certain workflows.

by Cohere

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 98% 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
Fugu Max
Recommended

by sakana

Consider for specialized use cases.

Capability Comparison
CapabilityCommand R7B (12-2024)Fugu Max
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)

Command R7B (12-2024)

Cohere

Best Value
$0.2475
estimated monthly cost

Fugu Max

sakana

$10.80
estimated monthly cost

Command R7B (12-2024) saves you $10.55/month

That's 98% 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
ParameterCommand R7B (12-2024)Fugu Max
Context Window128K1M
Max Output Tokens4,000128,000
Open SourceNoNo
CreatedDec 14, 2024Sep 11, 2026
Last updated: 24m ago

相关对比

Command R7B (12-2024) vs Fugu Max (2026) | LM Market Cap