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Mistral Small 4 vs WizardLM-2 8x22B

Mistral Small 4

Mistral AI

40#283
vs
WizardLM-2 8x22B

Microsoft

29#372
Signal-by-Signal Comparison
SignalMistral Small 4DeltaWizardLM-2 8x22B
Capabilities
83
+50
33
Pricing
99
--
99
Context window size
86
+10
76
Recency
100
+100
0
Output Capacity
20
-45
65
Benchmarks
0
-31
31
Overall Result
3 wins
of 6
2 wins
Mistral Small 4 wins 3 of 6 signals

Score History

Score History (25 data points)
Mistral Small 4WizardLM-2 8x22B
Mistral Small 4

40

current score

Leader

Mistral Small 4

right now

WizardLM-2 8x22B

28.8

current score

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

Mistral Small 4

Mistral AI

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

WizardLM-2 8x22B

Microsoft

Per request$0.000930
Daily$3.10
Monthly$93.00
Annual$1116.00

Mistral Small 4 saves you $48.00/month

That's $576.00/year compared to WizardLM-2 8x22B at your current usage level of 100K calls/month.

52% cheaper
Choose Mistral Small 4 for cost optimization

Mistral Small 4 pricing:
Input:$0.15/M tokens
Output:$0.60/M tokens
WizardLM-2 8x22B pricing:
Input:$0.62/M tokens
Output:$0.62/M tokens
Winner
Mistral Small 4

Mistral AI

40

Composite Score

WizardLM-2 8x22B

Microsoft

29

Composite Score

Signal-by-Signal Comparison
MetricMistral Small 4WizardLM-2 8x22BWinner
Overall Score
40
29
Mistral Small 4
Rank#283#372
Mistral Small 4
Quality Rank#283#372
Mistral Small 4
Adoption Rank#283#372
Mistral Small 4
Parameters--22B--
Context Window262K66K
Mistral Small 4
Pricing$0.15/$0.60/M$0.62/$0.62/M--
Signal Scores
Capabilities
83
33
Mistral Small 4
Pricing
99
99
Mistral Small 4
Context window size
86
76
Mistral Small 4
Recency
100
0
Mistral Small 4
Output Capacity
20
65
WizardLM-2 8x22B
Benchmarks--
31
WizardLM-2 8x22B
Benchmark Head-to-Head(1 benchmarks)
Mistral Small: 0WizardLM-2 8x22B: 0
Mistral Small
WizardLM-2 8x22B
Normalized 0-100%
MMLU-Pro
-39.2%
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.

Mistral Small 4Entry Level

Scores 40/100 (rank #283), placing it in the top 3% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
WizardLM-2 8x22BLimited

Scores 29/100 (rank #372), placing it in the top -28% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Mistral Small 4 has a 11-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Mistral Small 4 when you need:

  • Processing long documents or large codebases (262K token context)
  • Multimodal workflows that require image understanding
  • Agentic applications using tool/function calling
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose WizardLM-2 8x22B when you need:

  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Mistral Small 4Best Value
Input cost$0.15/M tokens
Output cost$0.60/M tokens
Cost per quality point$0.019
Est. monthly (1M tokens/day)$11.25
WizardLM-2 8x22B
Input cost$0.62/M tokens
Output cost$0.62/M tokens
Cost per quality point$0.043
Est. monthly (1M tokens/day)$18.60

Mistral Small 4 offers 40% better value per quality point. At 1M tokens/day, you'd spend $11.25/month with Mistral Small 4 vs $18.60/month with WizardLM-2 8x22B - a $7.35 monthly difference.

Latency & Speed
Mistral Small 4Faster
Speed score0/100
WizardLM-2 8x22B
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

Mistral Small 4

Customer support chatbot

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

Mistral Small 4

Long document analysis

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

Mistral Small 4

Batch data extraction

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

Mistral Small 4

Creative writing & content

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

Mistral Small 4

Image understanding & OCR

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

Mistral Small 4
Which Should You Choose?
Our recommendation:
Mistral Small 4

Mistral Small 4 clearly outperforms WizardLM-2 8x22B with a significant 11.2-point lead. For most general use cases, Mistral Small 4 is the stronger choice. However, WizardLM-2 8x22B may still excel in niche scenarios.

Mistral Small 4
Recommended

by Mistral AI

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 40% 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 Microsoft

Consider for specialized use cases.

Capability Comparison
CapabilityMistral Small 4WizardLM-2 8x22B
Vision (Image Input)differs
Function Callingdiffers
Streaming
JSON Mode
Reasoningdiffers
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Mistral Small 4

Mistral AI

Best Value
$0.9900
estimated monthly cost

WizardLM-2 8x22B

Microsoft

$1.86
estimated monthly cost

Mistral Small 4 saves you $0.8700/month

That's 47% cheaper than WizardLM-2 8x22B 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
ParameterMistral Small 4WizardLM-2 8x22B
Context Window262K66K
Max Output Tokens--8,000
Open SourceYesYes
CreatedMar 16, 2026Apr 16, 2024
Last updated: 31m ago

相关对比

Mistral Small 4 vs WizardLM-2 8x22B (2026) | LM Market Cap