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o3 vs GLM 5

o3

OpenAI

87#43
vs
GLM 5

Zhipu AI

78#73
Signal-by-Signal Comparison
Signalo3DeltaGLM 5
Capabilities
100
+33
67
Benchmarks
88
+8
81
Pricing
92
-5
98
Context window size
84
0
84
Recency
48
-52
100
Output Capacity
83
-2
85
Overall Result
2 wins
of 6
4 wins
GLM 5 wins 4 of 6 signals

Score History

Score History (24 data points)
o3GLM 5
o3

86.7

current score

Leader

o3

right now

GLM 5

78

current score

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

o3

OpenAI

Per request$0.006000
Daily$20.00
Monthly$600.00
Annual$7200.00

GLM 5

Zhipu AI

Best Value
Per request$0.002225
Daily$7.42
Monthly$222.50
Annual$2670.00

GLM 5 saves you $377.50/month

That's $4530.00/year compared to o3 at your current usage level of 100K calls/month.

63% cheaper
Choose GLM 5 for cost optimization

o3 pricing:
Input:$2.00/M tokens
Output:$8.00/M tokens
GLM 5 pricing:
Input:$0.95/M tokens
Output:$2.55/M tokens
Winner
o3

OpenAI

87

Composite Score

GLM 5

Zhipu AI

78

Composite Score

Signal-by-Signal Comparison
Metrico3GLM 5Winner
Overall Score
87
78
o3
Rank#43#73
o3
Quality Rank#43#73
o3
Adoption Rank#43#73
o3
Parameters------
Context Window200K205K
GLM 5
Pricing$2.00/$8.00/M$0.95/$2.55/M--
Signal Scores
Capabilities
100
67
o3
Benchmarks
88
81
o3
Pricing
92
98
GLM 5
Context window size
84
84
GLM 5
Recency
48
100
GLM 5
Output Capacity
83
85
GLM 5
Benchmark Head-to-Head(12 benchmarks)
o3: 0GLM 5: 2
o3
GLM 5
Normalized 0-100%
MMLU
92.3%-
MMLU-Pro
85.8%86%
GPQA Diamond
87.7%-
MATH-500
99%-
HumanEval
97%-
SWE-bench Verified
71.7%-
AIME 2024
96.7%-
IFEval
92%-
BBH
93%-
Arena Elo
14151457
LiveBench
74.8%-
HLE
30.1%-
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.

o3Elite Tier

Scores 87/100 (rank #43), placing it in the top 86% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GLM 5Strong Performer

Scores 78/100 (rank #73), placing it in the top 75% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

o3 has a 9-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose o3 when you need:

  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving

Choose GLM 5 when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
o3
Input cost$2.00/M tokens
Output cost$8.00/M tokens
Cost per quality point$0.115
Est. monthly (1M tokens/day)$150.00
GLM 5Best Value
Input cost$0.95/M tokens
Output cost$2.55/M tokens
Cost per quality point$0.045
Est. monthly (1M tokens/day)$52.50

GLM 5 offers 65% better value per quality point. At 1M tokens/day, you'd spend $52.50/month with GLM 5 vs $150.00/month with o3 - a $97.50 monthly difference.

Latency & Speed
o3Faster
Speed score0/100
GLM 5
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

o3

Customer support chatbot

Suitable for user-facing chat with competitive response times. GLM 5 also offers lower per-token costs for high-volume support

o3

Long document analysis

Larger context window (205K tokens) can process longer documents, contracts, and research papers in a single pass

GLM 5

Batch data extraction

Lower output pricing ($2.55/M) reduces costs when processing thousands of records daily

GLM 5

Creative writing & content

Higher overall composite score (87/100) correlates with better nuance, coherence, and style in long-form content

o3

Image understanding & OCR

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

o3
Which Should You Choose?
Our recommendation:
o3

o3 has a moderate advantage with a 8.700000000000003-point lead in composite score. It wins on more signal dimensions, but GLM 5 has specific strengths that could make it the better choice for certain workflows.

o3
Recommended

by OpenAI

  • 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 Zhipu AI

  • Choose for Cost - 65% lower pricing; better value at scale
Capability Comparison
Capabilityo3GLM 5
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

o3

OpenAI

$13.20
estimated monthly cost

GLM 5

Zhipu AI

Best Value
$4.77
estimated monthly cost

GLM 5 saves you $8.43/month

That's 64% cheaper than o3 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
Parametero3GLM 5
Context Window200K205K
Max Output Tokens100,000131,072
Open SourceNoYes
CreatedApr 16, 2025Feb 11, 2026
Last updated: 56m ago

相关对比

o3 vs GLM 5 (2026) | LM Market Cap