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Aion 3.5 Mini vs GLM 5.3 Prime

Aion 3.5 Mini

aion-labs

40#208
vs
GLM 5.3 Prime

Zhipu AI

69#138
Signal-by-Signal Comparison
SignalAion 3.5 MiniDeltaGLM 5.3 Prime
Capabilities
67
--
67
Pricing
99
+7
91
Context window size
86
-9
95
Recency
100
--
100
Output Capacity
72
-10
82
Benchmarks
0
-69
69
Overall Result
1 wins
of 6
3 wins
GLM 5.3 Prime wins 3 of 6 signals

Score History

Score History (4 data points)
Aion 3.5 MiniGLM 5.3 Prime
Aion 3.5 Mini

40

current score

Leader

GLM 5.3 Prime

right now

GLM 5.3 Prime

68.9

current score

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

Aion 3.5 Mini

aion-labs

Best Value
Per request$0.001400
Daily$4.67
Monthly$140.00
Annual$1680.00

GLM 5.3 Prime

Zhipu AI

Per request$0.007200
Daily$24.00
Monthly$720.00
Annual$8640.00

Aion 3.5 Mini saves you $580.00/month

That's $6960.00/year compared to GLM 5.3 Prime at your current usage level of 100K calls/month.

81% cheaper
Choose Aion 3.5 Mini for cost optimization

Aion 3.5 Mini pricing:
Input:$0.70/M tokens
Output:$1.40/M tokens
GLM 5.3 Prime pricing:
Input:$2.80/M tokens
Output:$8.80/M tokens
Aion 3.5 Mini

aion-labs

40

Composite Score

Winner
GLM 5.3 Prime

Zhipu AI

69

Composite Score

Signal-by-Signal Comparison
MetricAion 3.5 MiniGLM 5.3 PrimeWinner
Overall Score
40
69
GLM 5.3 Prime
Rank#208#138
GLM 5.3 Prime
Quality Rank#208#138
GLM 5.3 Prime
Adoption Rank#208#138
GLM 5.3 Prime
Parameters------
Context Window262K1000K
GLM 5.3 Prime
Pricing$0.70/$1.40/M$2.80/$8.80/M--
Signal Scores
Capabilities
67
67
Aion 3.5 Mini
Pricing
99
91
Aion 3.5 Mini
Context window size
86
95
GLM 5.3 Prime
Recency
100
100
Aion 3.5 Mini
Output Capacity
72
82
GLM 5.3 Prime
Benchmarks--
69
GLM 5.3 Prime
Benchmark Head-to-Head(1 benchmarks)
Aion 3.5: 0GLM 5.3: 0
Aion 3.5
GLM 5.3
Normalized 0-100%
MMLU-Pro
-86%
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.

Aion 3.5 MiniEntry Level

Scores 40/100 (rank #208), placing it in the top 29% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GLM 5.3 PrimeCompetitive

Scores 69/100 (rank #138), placing it in the top 53% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

GLM 5.3 Prime has a 29-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Aion 3.5 Mini when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving

Choose GLM 5.3 Prime when you need:

  • Processing long documents or large codebases (1000K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Aion 3.5 MiniBest Value
Input cost$0.70/M tokens
Output cost$1.40/M tokens
Cost per quality point$0.052
Est. monthly (1M tokens/day)$31.50
GLM 5.3 Prime
Input cost$2.80/M tokens
Output cost$8.80/M tokens
Cost per quality point$0.168
Est. monthly (1M tokens/day)$174.00

Aion 3.5 Mini offers 82% better value per quality point. At 1M tokens/day, you'd spend $31.50/month with Aion 3.5 Mini vs $174.00/month with GLM 5.3 Prime - a $142.50 monthly difference.

Latency & Speed
Aion 3.5 MiniFaster
Speed score0/100
GLM 5.3 Prime
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

Aion 3.5 Mini

Customer support chatbot

Suitable for user-facing chat with competitive response times. Aion 3.5 Mini also offers lower per-token costs for high-volume support

Aion 3.5 Mini

Long document analysis

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

GLM 5.3 Prime

Batch data extraction

Lower output pricing ($1.40/M) reduces costs when processing thousands of records daily

Aion 3.5 Mini

Creative writing & content

Higher overall composite score (69/100) correlates with better nuance, coherence, and style in long-form content

GLM 5.3 Prime
Which Should You Choose?
Our recommendation:
GLM 5.3 Prime

GLM 5.3 Prime clearly outperforms Aion 3.5 Mini with a significant 28.900000000000006-point lead. For most general use cases, GLM 5.3 Prime is the stronger choice. However, Aion 3.5 Mini may still excel in niche scenarios.

by aion-labs

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 82% 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
GLM 5.3 Prime
Recommended

by Zhipu AI

Consider for specialized use cases.

Capability Comparison
CapabilityAion 3.5 MiniGLM 5.3 Prime
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Aion 3.5 Mini

aion-labs

Best Value
$2.94
estimated monthly cost

GLM 5.3 Prime

Zhipu AI

$15.60
estimated monthly cost

Aion 3.5 Mini saves you $12.66/month

That's 81% cheaper than GLM 5.3 Prime 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
ParameterAion 3.5 MiniGLM 5.3 Prime
Context Window262K1M
Max Output Tokens32,768131,072
Open SourceNoNo
CreatedSep 23, 2026Sep 23, 2026
Last updated: 11m ago

相关对比

Aion 3.5 Mini vs GLM 5.3 Prime (2026) | LM Market Cap