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Claude Sonnet 5 (batch) vs Mixtral 8x22B Instruct

vs
Mixtral 8x22B Instruct

Mistral AI

63#201
Signal-by-Signal Comparison
SignalClaude Sonnet 5 (batch)DeltaMixtral 8x22B Instruct
Capabilities
100
+50
50
Pricing
95
+1
94
Context window size
95
+19
76
Recency
100
+100
0
Output Capacity
85
+65
20
Benchmarks
0
-71
71
Overall Result
5 wins
of 6
1 wins
Claude Sonnet 5 (batch) wins 5 of 6 signals

Score History

Score History (25 data points)
Claude Sonnet 5 (batch)Mixtral 8x22B Instruct
Claude Sonnet 5 (batch)

40

current score

Leader

Mixtral 8x22B Instruct

right now

Mixtral 8x22B Instruct

63.4

current score

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

Claude Sonnet 5 (batch)

Anthropic

Best Value
Per request$0.003500
Daily$11.67
Monthly$350.00
Annual$4200.00

Mixtral 8x22B Instruct

Mistral AI

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

Claude Sonnet 5 (batch) saves you $150.00/month

That's $1800.00/year compared to Mixtral 8x22B Instruct at your current usage level of 100K calls/month.

30% cheaper
Choose Claude Sonnet 5 (batch) for cost optimization

Claude Sonnet 5 (batch) pricing:
Input:$1.00/M tokens
Output:$5.00/M tokens
Mixtral 8x22B Instruct pricing:
Input:$2.00/M tokens
Output:$6.00/M tokens
Claude Sonnet 5 (batch)

Anthropic

40

Composite Score

Winner
Mixtral 8x22B Instruct

Mistral AI

63

Composite Score

Signal-by-Signal Comparison
MetricClaude Sonnet 5 (batch)Mixtral 8x22B InstructWinner
Overall Score
40
63
Mixtral 8x22B Instruct
Rank#251#201
Mixtral 8x22B Instruct
Quality Rank#251#201
Mixtral 8x22B Instruct
Adoption Rank#251#201
Mixtral 8x22B Instruct
Parameters--22B--
Context Window1000K66K
Claude Sonnet 5 (batch)
Pricing$1.00/$5.00/M$2.00/$6.00/M--
Signal Scores
Capabilities
100
50
Claude Sonnet 5 (batch)
Pricing
95
94
Claude Sonnet 5 (batch)
Context window size
95
76
Claude Sonnet 5 (batch)
Recency
100
0
Claude Sonnet 5 (batch)
Output Capacity
85
20
Claude Sonnet 5 (batch)
Benchmarks--
71
Mixtral 8x22B Instruct
Benchmark Head-to-Head(8 benchmarks)
Claude Sonnet: 0Mixtral 8x22B: 0
Claude Sonnet
Mixtral 8x22B
Normalized 0-100%
MMLU
-77.3%
MATH-500
-60%
HumanEval
-78.6%
GSM8K
-88.4%
ARC-Challenge
-91.3%
HellaSwag
-88.7%
Arena Elo
-1146
BigCodeBench
-40.6%
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.

Claude Sonnet 5 (batch)Entry Level

Scores 40/100 (rank #251), placing it in the top 14% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Mixtral 8x22B InstructCompetitive

Scores 63/100 (rank #201), placing it in the top 31% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Mixtral 8x22B Instruct has a 23-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Claude Sonnet 5 (batch) when you need:

  • Processing long documents or large codebases (1000K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Mixtral 8x22B Instruct when you need:

  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Claude Sonnet 5 (batch)
Input cost$1.00/M tokens
Output cost$5.00/M tokens
Cost per quality point$0.150
Est. monthly (1M tokens/day)$90.00
Mixtral 8x22B InstructBest Value
Input cost$2.00/M tokens
Output cost$6.00/M tokens
Cost per quality point$0.126
Est. monthly (1M tokens/day)$120.00

Mixtral 8x22B Instruct offers 25% better value per quality point. At 1M tokens/day, you'd spend $90.00/month with Claude Sonnet 5 (batch) vs $120.00/month with Mixtral 8x22B Instruct - a $30.00 monthly difference.

Latency & Speed
Claude Sonnet 5 (batch)Faster
Speed score0/100
Mixtral 8x22B Instruct
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

Claude Sonnet 5 (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Claude Sonnet 5 (batch) also offers lower per-token costs for high-volume support

Claude Sonnet 5 (batch)

Long document analysis

Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Claude Sonnet 5 (batch)

Batch data extraction

Lower output pricing ($5.00/M) reduces costs when processing thousands of records daily

Claude Sonnet 5 (batch)

Creative writing & content

Higher overall composite score (63/100) correlates with better nuance, coherence, and style in long-form content

Mixtral 8x22B Instruct

Image understanding & OCR

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

Claude Sonnet 5 (batch)
Which Should You Choose?
Our recommendation:
Mixtral 8x22B Instruct

Mixtral 8x22B Instruct clearly outperforms Claude Sonnet 5 (batch) with a significant 23.4-point lead. For most general use cases, Mixtral 8x22B Instruct is the stronger choice. However, Claude Sonnet 5 (batch) may still excel in niche scenarios.

by Anthropic

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 25% 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 Mistral AI

Consider for specialized use cases.

Capability Comparison
CapabilityClaude Sonnet 5 (batch)Mixtral 8x22B Instruct
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoningdiffers
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Claude Sonnet 5 (batch)

Anthropic

Best Value
$7.80
estimated monthly cost

Mixtral 8x22B Instruct

Mistral AI

$10.80
estimated monthly cost

Claude Sonnet 5 (batch) saves you $3.00/month

That's 28% cheaper than Mixtral 8x22B Instruct 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
ParameterClaude Sonnet 5 (batch)Mixtral 8x22B Instruct
Context Window1M66K
Max Output Tokens128,000--
Open SourceNoYes
CreatedJun 30, 2026Apr 17, 2024
Last updated: 37m ago

相关对比

Claude Sonnet 5 (batch) vs Mixtral 8x22B Instruct (2026) | LM Market Cap