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Mixtral 8x22B Instruct vs Phi 4

Mixtral 8x22B Instruct

Mistral AI

63#201
vs
Phi 4

Microsoft

60#208
Signal-by-Signal Comparison
SignalMixtral 8x22B InstructDeltaPhi 4
Capabilities
50
+17
33
Benchmarks
71
+6
65
Pricing
94
-6
100
Context window size
76
+10
67
Recency
0
-28
28
Output Capacity
20
-50
70
Overall Result
3 wins
of 6
3 wins
It's a tie - both models win 3 signals each

Score History

Score History (25 data points)
Mixtral 8x22B InstructPhi 4
Mixtral 8x22B Instruct

63.4

current score

Leader

Mixtral 8x22B Instruct

right now

Phi 4

60.2

current score

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

Mixtral 8x22B Instruct

Mistral AI

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

Phi 4

Microsoft

Best Value
Per request$0.000140
Daily$0.47
Monthly$14.00
Annual$168.00

Phi 4 saves you $486.00/month

That's $5832.00/year compared to Mixtral 8x22B Instruct at your current usage level of 100K calls/month.

97% cheaper
Choose Phi 4 for cost optimization

Mixtral 8x22B Instruct pricing:
Input:$2.00/M tokens
Output:$6.00/M tokens
Phi 4 pricing:
Input:$0.07/M tokens
Output:$0.14/M tokens
Winner
Mixtral 8x22B Instruct

Mistral AI

63

Composite Score

Phi 4

Microsoft

60

Composite Score

Signal-by-Signal Comparison
MetricMixtral 8x22B InstructPhi 4Winner
Overall Score
63
60
Mixtral 8x22B Instruct
Rank#201#208
Mixtral 8x22B Instruct
Quality Rank#201#208
Mixtral 8x22B Instruct
Adoption Rank#201#208
Mixtral 8x22B Instruct
Parameters22B----
Context Window66K16K
Mixtral 8x22B Instruct
Pricing$2.00/$6.00/M$0.07/$0.14/M--
Signal Scores
Capabilities
50
33
Mixtral 8x22B Instruct
Benchmarks
71
65
Mixtral 8x22B Instruct
Pricing
94
100
Phi 4
Context window size
76
67
Mixtral 8x22B Instruct
Recency
0
28
Phi 4
Output Capacity
20
70
Phi 4
Benchmark Head-to-Head(13 benchmarks)
Mixtral 8x22B: 0Phi 4: 6
Mixtral 8x22B
Phi 4
Normalized 0-100%
MMLU
77.3%84.8%
MMLU-Pro
-70.5%
GPQA Diamond
-56.1%
MATH-500
60%80.4%
HumanEval
78.6%82.6%
GSM8K
88.4%-
IFEval
-80.1%
BBH
-78%
ARC-Challenge
91.3%95.5%
HellaSwag
88.7%-
Arena Elo
11461256
LiveBench
-35.7%
BigCodeBench
40.6%45.5%
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.

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
Phi 4Competitive

Scores 60/100 (rank #208), placing it in the top 29% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 3-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 Mixtral 8x22B Instruct when you need:

  • Processing long documents or large codebases (66K token context)
  • Agentic applications using tool/function calling
  • Self-hosted deployments where you need full control over the model

Choose Phi 4 when you need:

  • High-volume production workloads where API costs must be minimized
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Mixtral 8x22B Instruct
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
Phi 4Best Value
Input cost$0.07/M tokens
Output cost$0.14/M tokens
Cost per quality point$0.003
Est. monthly (1M tokens/day)$3.15

Phi 4 offers 97% better value per quality point. At 1M tokens/day, you'd spend $3.15/month with Phi 4 vs $120.00/month with Mixtral 8x22B Instruct - a $116.85 monthly difference.

Latency & Speed
Mixtral 8x22B InstructFaster
Speed score0/100
Phi 4
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

Mixtral 8x22B Instruct

Customer support chatbot

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

Mixtral 8x22B Instruct

Long document analysis

Larger context window (66K tokens) can process longer documents, contracts, and research papers in a single pass

Mixtral 8x22B Instruct

Batch data extraction

Lower output pricing ($0.14/M) reduces costs when processing thousands of records daily

Phi 4

Creative writing & content

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

Mixtral 8x22B Instruct
Which Should You Choose?
Our recommendation:
Mixtral 8x22B Instruct

Mixtral 8x22B Instruct has a moderate advantage with a 3.1999999999999957-point lead in composite score. It wins on more signal dimensions, but Phi 4 has specific strengths that could make it the better choice for certain workflows.

by Mistral AI

  • 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 Microsoft

  • Choose for Cost - 97% lower pricing; better value at scale
Capability Comparison
CapabilityMixtral 8x22B InstructPhi 4
Vision (Image Input)
Function Callingdiffers
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Mixtral 8x22B Instruct

Mistral AI

$10.80
estimated monthly cost

Phi 4

Microsoft

Best Value
$0.2940
estimated monthly cost

Phi 4 saves you $10.51/month

That's 97% 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
ParameterMixtral 8x22B InstructPhi 4
Context Window66K16K
Max Output Tokens--16,384
Open SourceYesYes
CreatedApr 17, 2024Jan 10, 2025
Last updated: 39m ago

相关对比

Mixtral 8x22B Instruct vs Phi 4 (2026) | LM Market Cap