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Llama 4 Maverick vs Phi 4

vs
Phi 4

Microsoft

60#216
Signal-by-Signal Comparison
SignalLlama 4 MaverickDeltaPhi 4
Capabilities
67
+33
33
Benchmarks
76
+11
65
Pricing
99
-1
100
Context window size
96
+29
67
Recency
35
+16
20
Output Capacity
67
+1
67
Overall Result
5 wins
of 6
1 wins
Llama 4 Maverick wins 5 of 6 signals

Score History

Score History (32 data points)
Llama 4 MaverickPhi 4
Llama 4 Maverick

70.7

current score

Leader

Llama 4 Maverick

right now

Phi 4

60.2

current score

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

Llama 4 Maverick

Meta

Per request$0.000514
Daily$1.71
Monthly$51.38
Annual$616.50

Phi 4

Microsoft

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

Phi 4 saves you $37.38/month

That's $448.50/year compared to Llama 4 Maverick at your current usage level of 100K calls/month.

73% cheaper
Choose Phi 4 for cost optimization

Llama 4 Maverick pricing:
Input:$0.19/M tokens
Output:$0.65/M tokens
Phi 4 pricing:
Input:$0.07/M tokens
Output:$0.14/M tokens
Winner
Llama 4 Maverick

Meta

71

Composite Score

Phi 4

Microsoft

60

Composite Score

Signal-by-Signal Comparison
MetricLlama 4 MaverickPhi 4Winner
Overall Score
71
60
Llama 4 Maverick
Rank#165#216
Llama 4 Maverick
Quality Rank#165#216
Llama 4 Maverick
Adoption Rank#165#216
Llama 4 Maverick
Parameters------
Context Window1049K16K
Llama 4 Maverick
Pricing$0.19/$0.65/M$0.07/$0.14/M--
Signal Scores
Capabilities
67
33
Llama 4 Maverick
Benchmarks
76
65
Llama 4 Maverick
Pricing
99
100
Phi 4
Context window size
96
67
Llama 4 Maverick
Recency
35
20
Llama 4 Maverick
Output Capacity
67
67
Llama 4 Maverick
Benchmark Head-to-Head(12 benchmarks)
Llama 4: 10Phi 4: 0
Llama 4
Phi 4
Normalized 0-100%
MMLU
88%84.8%
MMLU-Pro
80.5%70.5%
GPQA Diamond
69.8%56.1%
MATH-500
81%80.4%
HumanEval
89.5%82.6%
IFEval
88%80.1%
BBH
84.5%78%
ARC-Challenge
-95.5%
Arena Elo
13251256
LiveBench
62%35.7%
HLE
5.68%-
BigCodeBench
49.7%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.

Llama 4 MaverickStrong Performer

Scores 71/100 (rank #165), placing it in the top 43% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Phi 4Competitive

Scores 60/100 (rank #216), placing it in the top 26% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Llama 4 Maverick 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 Llama 4 Maverick when you need:

  • Processing long documents or large codebases (1049K token context)
  • Multimodal workflows that require image understanding
  • 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
Llama 4 Maverick
Input cost$0.19/M tokens
Output cost$0.65/M tokens
Cost per quality point$0.012
Est. monthly (1M tokens/day)$12.60
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 75% better value per quality point. At 1M tokens/day, you'd spend $3.15/month with Phi 4 vs $12.60/month with Llama 4 Maverick - a $9.45 monthly difference.

Latency & Speed
Llama 4 MaverickFaster
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

Llama 4 Maverick

Customer support chatbot

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

Llama 4 Maverick

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Llama 4 Maverick

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 (71/100) correlates with better nuance, coherence, and style in long-form content

Llama 4 Maverick

Image understanding & OCR

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

Llama 4 Maverick
Which Should You Choose?
Our recommendation:
Llama 4 Maverick

Llama 4 Maverick clearly outperforms Phi 4 with a significant 10.5-point lead. For most general use cases, Llama 4 Maverick is the stronger choice. However, Phi 4 may still excel in niche scenarios.

Llama 4 Maverick
Recommended

by Meta

  • 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 - 75% lower pricing; better value at scale
Capability Comparison
CapabilityLlama 4 MaverickPhi 4
Vision (Image Input)differs
Function Callingdiffers
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Llama 4 Maverick

Meta

$1.12
estimated monthly cost

Phi 4

Microsoft

Best Value
$0.2940
estimated monthly cost

Phi 4 saves you $0.8265/month

That's 74% cheaper than Llama 4 Maverick 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
ParameterLlama 4 MaverickPhi 4
Context Window1.0M16K
Max Output Tokens16,38414,745
Open SourceYesYes
CreatedApr 5, 2025Jan 10, 2025
Last updated: 54m ago

相关对比

Llama 4 Maverick vs Phi 4 (2026) | LM Market Cap