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GPT-4o-mini vs MiniMax M2-her

GPT-4o-mini

OpenAI

69#120
vs
MiniMax M2-her

MiniMax

69#121
Signal-by-Signal Comparison
SignalGPT-4o-miniDeltaMiniMax M2-her
Capabilities
67
+50
17
Benchmarks
76
+4
72
Pricing
99
+1
99
Context window size
81
+5
76
Recency
0
-99
99
Output Capacity
70
+15
55
Overall Result
5 wins
of 6
1 wins
GPT-4o-mini wins 5 of 6 signals

Score History

Score History (24 data points)
GPT-4o-miniMiniMax M2-her
GPT-4o-mini

69.3

current score

Leader

GPT-4o-mini

right now

MiniMax M2-her

69.1

current score

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

GPT-4o-mini

OpenAI

Best Value
Per request$0.000450
Daily$1.50
Monthly$45.00
Annual$540.00

MiniMax M2-her

MiniMax

Per request$0.000900
Daily$3.00
Monthly$90.00
Annual$1080.00

GPT-4o-mini saves you $45.00/month

That's $540.00/year compared to MiniMax M2-her at your current usage level of 100K calls/month.

50% cheaper
Choose GPT-4o-mini for cost optimization

GPT-4o-mini pricing:
Input:$0.15/M tokens
Output:$0.60/M tokens
MiniMax M2-her pricing:
Input:$0.30/M tokens
Output:$1.20/M tokens
Winner
GPT-4o-mini

OpenAI

69

Composite Score

MiniMax M2-her

MiniMax

69

Composite Score

Signal-by-Signal Comparison
MetricGPT-4o-miniMiniMax M2-herWinner
Overall Score
69
69
GPT-4o-mini
Rank#120#121
GPT-4o-mini
Quality Rank#120#121
GPT-4o-mini
Adoption Rank#120#121
GPT-4o-mini
Parameters------
Context Window128K66K
GPT-4o-mini
Pricing$0.15/$0.60/M$0.30/$1.20/M--
Signal Scores
Capabilities
67
17
GPT-4o-mini
Benchmarks
76
72
GPT-4o-mini
Pricing
99
99
GPT-4o-mini
Context window size
81
76
GPT-4o-mini
Recency
0
99
MiniMax M2-her
Output Capacity
70
55
GPT-4o-mini
Benchmark Head-to-Head(12 benchmarks)
GPT-4o-mini: 0MiniMax M2-her: 2
GPT-4o-mini
MiniMax M2-her
Normalized 0-100%
MMLU
82%-
MMLU-Pro
63.1%82%
GPQA Diamond
40.2%-
MATH-500
70.2%-
HumanEval
87.2%-
SWE-bench Verified
-61%
GSM8K
93.2%-
IFEval
80.4%-
BBH
80.4%-
ARC-Challenge
96.4%-
HellaSwag
93%-
Arena Elo
12221346
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.

GPT-4o-miniCompetitive

Scores 69/100 (rank #120), placing it in the top 59% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
MiniMax M2-herCompetitive

Scores 69/100 (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 GPT-4o-mini when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (128K token context)
  • Multimodal workflows that require image understanding
  • Agentic applications using tool/function calling

Choose MiniMax M2-her when you need:

  • Budget-friendly applications with moderate quality requirements
Cost-Performance Analysis
GPT-4o-miniBest Value
Input cost$0.15/M tokens
Output cost$0.60/M tokens
Cost per quality point$0.011
Est. monthly (1M tokens/day)$11.25
MiniMax M2-her
Input cost$0.30/M tokens
Output cost$1.20/M tokens
Cost per quality point$0.022
Est. monthly (1M tokens/day)$22.50

GPT-4o-mini offers 50% better value per quality point. At 1M tokens/day, you'd spend $11.25/month with GPT-4o-mini vs $22.50/month with MiniMax M2-her - a $11.25 monthly difference.

Latency & Speed
GPT-4o-miniFaster
Speed score0/100
MiniMax M2-her
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

GPT-4o-mini

Customer support chatbot

Suitable for user-facing chat with competitive response times. GPT-4o-mini also offers lower per-token costs for high-volume support

GPT-4o-mini

Long document analysis

Larger context window (128K tokens) can process longer documents, contracts, and research papers in a single pass

GPT-4o-mini

Batch data extraction

Lower output pricing ($0.60/M) reduces costs when processing thousands of records daily

GPT-4o-mini

Creative writing & content

Higher overall composite score (69/100) correlates with better nuance, coherence, and style in long-form content

GPT-4o-mini

Image understanding & OCR

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

GPT-4o-mini
Which Should You Choose?
Our recommendation:
GPT-4o-mini

GPT-4o-mini and MiniMax M2-her are extremely close in overall performance (only 0.20000000000000284 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

GPT-4o-mini
Recommended

by OpenAI

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 50% 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 MiniMax

Consider for specialized use cases.

Capability Comparison
CapabilityGPT-4o-miniMiniMax M2-her
Vision (Image Input)differs
Function Callingdiffers
Streaming
JSON Modediffers
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

GPT-4o-mini

OpenAI

Best Value
$0.9900
estimated monthly cost

MiniMax M2-her

MiniMax

$1.98
estimated monthly cost

GPT-4o-mini saves you $0.9900/month

That's 50% cheaper than MiniMax M2-her 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
ParameterGPT-4o-miniMiniMax M2-her
Context Window128K66K
Max Output Tokens16,3842,048
Open SourceNoNo
CreatedJul 18, 2024Jan 23, 2026
Last updated: 46m ago

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