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DeepSeek V3 vs Ministral 3 8B 2512

DeepSeek V3

DeepSeek

70#163
vs
Ministral 3 8B 2512

Mistral AI

40#302
Signal-by-Signal Comparison
SignalDeepSeek V3DeltaMinistral 3 8B 2512
Capabilities
50
-17
67
Benchmarks
70
+70
0
Pricing
99
-1
100
Context window size
83
-3
86
Recency
26
-62
87
Output Capacity
70
+50
20
Overall Result
2 wins
of 6
4 wins
Ministral 3 8B 2512 wins 4 of 6 signals

Score History

Score History (25 data points)
DeepSeek V3Ministral 3 8B 2512
DeepSeek V3

69.5

current score

Leader

DeepSeek V3

right now

Ministral 3 8B 2512

40

current score

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

DeepSeek V3

DeepSeek

Per request$0.000772
Daily$2.57
Monthly$77.18
Annual$926.10

Ministral 3 8B 2512

Mistral AI

Best Value
Per request$0.000225
Daily$0.75
Monthly$22.50
Annual$270.00

Ministral 3 8B 2512 saves you $54.68/month

That's $656.10/year compared to DeepSeek V3 at your current usage level of 100K calls/month.

71% cheaper
Choose Ministral 3 8B 2512 for cost optimization

DeepSeek V3 pricing:
Input:$0.26/M tokens
Output:$1.03/M tokens
Ministral 3 8B 2512 pricing:
Input:$0.15/M tokens
Output:$0.15/M tokens
Winner
DeepSeek V3

DeepSeek

70

Composite Score

Ministral 3 8B 2512

Mistral AI

40

Composite Score

Signal-by-Signal Comparison
MetricDeepSeek V3Ministral 3 8B 2512Winner
Overall Score
70
40
DeepSeek V3
Rank#163#302
DeepSeek V3
Quality Rank#163#302
DeepSeek V3
Adoption Rank#163#302
DeepSeek V3
Parameters--8B--
Context Window164K262K
Ministral 3 8B 2512
Pricing$0.26/$1.03/M$0.15/$0.15/M--
Signal Scores
Capabilities
50
67
Ministral 3 8B 2512
Benchmarks
70
--
DeepSeek V3
Pricing
99
100
Ministral 3 8B 2512
Context window size
83
86
Ministral 3 8B 2512
Recency
26
87
Ministral 3 8B 2512
Output Capacity
70
20
DeepSeek V3
Benchmark Head-to-Head(13 benchmarks)
DeepSeek V3: 0Ministral 3: 0
DeepSeek V3
Ministral 3
Normalized 0-100%
MMLU
88.5%-
MMLU-Pro
75.9%-
GPQA Diamond
59.1%-
MATH-500
90.2%-
HumanEval
82.6%-
SWE-bench Verified
42%-
AIME 2024
39.2%-
GSM8K
96.7%-
IFEval
87.1%-
BBH
87.5%-
Arena Elo
1318-
LiveBench
60.4%-
BigCodeBench
50%-
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.

DeepSeek V3Competitive

Scores 70/100 (rank #163), placing it in the top 44% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Ministral 3 8B 2512Entry Level

Scores 40/100 (rank #302), placing it in the top -4% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

DeepSeek V3 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 DeepSeek V3 when you need:

  • Self-hosted deployments where you need full control over the model

Choose Ministral 3 8B 2512 when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (262K token context)
  • Multimodal workflows that require image understanding
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
DeepSeek V3
Input cost$0.26/M tokens
Output cost$1.03/M tokens
Cost per quality point$0.019
Est. monthly (1M tokens/day)$19.29
Ministral 3 8B 2512Best Value
Input cost$0.15/M tokens
Output cost$0.15/M tokens
Cost per quality point$0.007
Est. monthly (1M tokens/day)$4.50

Ministral 3 8B 2512 offers 77% better value per quality point. At 1M tokens/day, you'd spend $4.50/month with Ministral 3 8B 2512 vs $19.29/month with DeepSeek V3 - a $14.79 monthly difference.

Latency & Speed
DeepSeek V3Faster
Speed score0/100
Ministral 3 8B 2512
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

DeepSeek V3

Customer support chatbot

Suitable for user-facing chat with competitive response times. Ministral 3 8B 2512 also offers lower per-token costs for high-volume support

DeepSeek V3

Long document analysis

Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass

Ministral 3 8B 2512

Batch data extraction

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

Ministral 3 8B 2512

Creative writing & content

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

DeepSeek V3

Image understanding & OCR

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

Ministral 3 8B 2512
Which Should You Choose?
Our recommendation:
DeepSeek V3

DeepSeek V3 clearly outperforms Ministral 3 8B 2512 with a significant 29.5-point lead. For most general use cases, DeepSeek V3 is the stronger choice. However, Ministral 3 8B 2512 may still excel in niche scenarios.

DeepSeek V3
Recommended

by DeepSeek

  • 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 Mistral AI

  • Choose for Cost - 77% lower pricing; better value at scale
Capability Comparison
CapabilityDeepSeek V3Ministral 3 8B 2512
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

DeepSeek V3

DeepSeek

$1.70
estimated monthly cost

Ministral 3 8B 2512

Mistral AI

Best Value
$0.4500
estimated monthly cost

Ministral 3 8B 2512 saves you $1.25/month

That's 73% cheaper than DeepSeek V3 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
ParameterDeepSeek V3Ministral 3 8B 2512
Context Window164K262K
Max Output Tokens16,000--
Open SourceYesYes
CreatedDec 26, 2024Dec 2, 2025
Last updated: 33m ago

相关对比

DeepSeek V3 vs Ministral 3 8B 2512 (2026) | LM Market Cap