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MiniMax M1 vs Muse Spark 1.3 Contributor

MiniMax M1

MiniMax

71#163
vs
Signal-by-Signal Comparison
SignalMiniMax M1DeltaMuse Spark 1.3 Contributor
Capabilities
50
-50
100
Benchmarks
71
+71
0
Pricing
98
-2
100
Context window size
95
0
96
Recency
49
-51
100
Output Capacity
74
-22
96
Overall Result
1 wins
of 6
5 wins
Muse Spark 1.3 Contributor wins 5 of 6 signals

Score History

Score History (32 data points)
MiniMax M1Muse Spark 1.3 Contributor
MiniMax M1

70.8

current score

Leader

MiniMax M1

right now

Muse Spark 1.3 Contributor

40

current score

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

MiniMax M1

MiniMax

Per request$0.001500
Daily$5.00
Monthly$150.00
Annual$1800.00

Muse Spark 1.3 Contributor

meta

Best Value
Per request$0.000200
Daily$0.67
Monthly$20.00
Annual$240.00

Muse Spark 1.3 Contributor saves you $130.00/month

That's $1560.00/year compared to MiniMax M1 at your current usage level of 100K calls/month.

87% cheaper
Choose Muse Spark 1.3 Contributor for cost optimization

MiniMax M1 pricing:
Input:$0.40/M tokens
Output:$2.20/M tokens
Muse Spark 1.3 Contributor pricing:
Input:$0.10/M tokens
Output:$0.20/M tokens
Winner
MiniMax M1

MiniMax

71

Composite Score

Muse Spark 1.3 Contributor

meta

40

Composite Score

Signal-by-Signal Comparison
MetricMiniMax M1Muse Spark 1.3 ContributorWinner
Overall Score
71
40
MiniMax M1
Rank#163#254
MiniMax M1
Quality Rank#163#254
MiniMax M1
Adoption Rank#163#254
MiniMax M1
Parameters------
Context Window1000K1049K
Muse Spark 1.3 Contributor
Pricing$0.40/$2.20/M$0.10/$0.20/M--
Signal Scores
Capabilities
50
100
Muse Spark 1.3 Contributor
Benchmarks
71
--
MiniMax M1
Pricing
98
100
Muse Spark 1.3 Contributor
Context window size
95
96
Muse Spark 1.3 Contributor
Recency
49
100
Muse Spark 1.3 Contributor
Output Capacity
74
96
Muse Spark 1.3 Contributor
Benchmark Head-to-Head(2 benchmarks)
MiniMax M1: 0Muse Spark: 0
MiniMax M1
Muse Spark
Normalized 0-100%
MMLU-Pro
81.1%-
Arena Elo
1364-
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.

MiniMax M1Strong Performer

Scores 71/100 (rank #163), placing it in the top 44% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Muse Spark 1.3 ContributorEntry Level

Scores 40/100 (rank #254), placing it in the top 13% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

MiniMax M1 has a 31-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose MiniMax M1 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose Muse Spark 1.3 Contributor when you need:

  • High-volume production workloads where API costs must be minimized
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
MiniMax M1
Input cost$0.40/M tokens
Output cost$2.20/M tokens
Cost per quality point$0.037
Est. monthly (1M tokens/day)$39.00
Muse Spark 1.3 ContributorBest Value
Input cost$0.10/M tokens
Output cost$0.20/M tokens
Cost per quality point$0.007
Est. monthly (1M tokens/day)$4.50

Muse Spark 1.3 Contributor offers 88% better value per quality point. At 1M tokens/day, you'd spend $4.50/month with Muse Spark 1.3 Contributor vs $39.00/month with MiniMax M1 - a $34.50 monthly difference.

Latency & Speed
MiniMax M1Faster
Speed score0/100
Muse Spark 1.3 Contributor
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

MiniMax M1

Customer support chatbot

Suitable for user-facing chat with competitive response times. Muse Spark 1.3 Contributor also offers lower per-token costs for high-volume support

MiniMax M1

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Muse Spark 1.3 Contributor

Batch data extraction

Lower output pricing ($0.20/M) reduces costs when processing thousands of records daily

Muse Spark 1.3 Contributor

Creative writing & content

Higher overall composite score (71/100) correlates with better nuance, coherence, and style in long-form content

MiniMax M1

Image understanding & OCR

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

Muse Spark 1.3 Contributor
Which Should You Choose?
Our recommendation:
MiniMax M1

MiniMax M1 clearly outperforms Muse Spark 1.3 Contributor with a significant 30.799999999999997-point lead. For most general use cases, MiniMax M1 is the stronger choice. However, Muse Spark 1.3 Contributor may still excel in niche scenarios.

MiniMax M1
Recommended

by MiniMax

  • 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 meta

  • Choose for Cost - 88% lower pricing; better value at scale
Capability Comparison
CapabilityMiniMax M1Muse Spark 1.3 Contributor
Vision (Image Input)differs
Function Calling
Streaming
JSON Modediffers
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

MiniMax M1

MiniMax

$3.36
estimated monthly cost

Muse Spark 1.3 Contributor

meta

Best Value
$0.4200
estimated monthly cost

Muse Spark 1.3 Contributor saves you $2.94/month

That's 88% cheaper than MiniMax M1 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
ParameterMiniMax M1Muse Spark 1.3 Contributor
Context Window1M1.0M
Max Output Tokens40,000943,718
Open SourceNoNo
CreatedJun 17, 2025Sep 2, 2026
Last updated: 58m ago

相关对比

MiniMax M1 vs Muse Spark 1.3 Contributor (2026) | LM Market Cap