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Gemini 3.5 Flash vs GLM 5.3 Prime

Gemini 3.5 Flash

Google

79#99
vs
GLM 5.3 Prime

Zhipu AI

79#101
Signal-by-Signal Comparison
SignalGemini 3.5 FlashDeltaGLM 5.3 Prime
Capabilities
100
+33
67
Benchmarks
77
-4
81
Pricing
91
0
91
Context window size
96
+0
95
Recency
100
--
100
Output Capacity
77
-5
82
Overall Result
2 wins
of 6
3 wins
GLM 5.3 Prime wins 3 of 6 signals

Score History

Score History (19 data points)
Gemini 3.5 FlashGLM 5.3 Prime
Gemini 3.5 Flash

79

current score

Leader

Gemini 3.5 Flash

right now

GLM 5.3 Prime

78.6

current score

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

Gemini 3.5 Flash

Google

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

GLM 5.3 Prime

Zhipu AI

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

Gemini 3.5 Flash saves you $120.00/month

That's $1440.00/year compared to GLM 5.3 Prime at your current usage level of 100K calls/month.

17% cheaper
Choose Gemini 3.5 Flash for cost optimization

Gemini 3.5 Flash pricing:
Input:$1.50/M tokens
Output:$9.00/M tokens
GLM 5.3 Prime pricing:
Input:$2.80/M tokens
Output:$8.80/M tokens
Winner
Gemini 3.5 Flash

Google

79

Composite Score

GLM 5.3 Prime

Zhipu AI

79

Composite Score

Signal-by-Signal Comparison
MetricGemini 3.5 FlashGLM 5.3 PrimeWinner
Overall Score
79
79
Gemini 3.5 Flash
Rank#99#101
Gemini 3.5 Flash
Quality Rank#99#101
Gemini 3.5 Flash
Adoption Rank#99#101
Gemini 3.5 Flash
Parameters------
Context Window1049K1000K
Gemini 3.5 Flash
Pricing$1.50/$9.00/M$2.80/$8.80/M--
Signal Scores
Capabilities
100
67
Gemini 3.5 Flash
Benchmarks
77
81
GLM 5.3 Prime
Pricing
91
91
GLM 5.3 Prime
Context window size
96
95
Gemini 3.5 Flash
Recency
100
100
Gemini 3.5 Flash
Output Capacity
77
82
GLM 5.3 Prime
Benchmark Head-to-Head(2 benchmarks)
Gemini 3.5: 1GLM 5.3: 0
Gemini 3.5
GLM 5.3
Normalized 0-100%
MMLU-Pro
-86%
Arena Elo
14771458
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.

Gemini 3.5 FlashStrong Performer

Scores 79/100 (rank #99), placing it in the top 66% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GLM 5.3 PrimeStrong Performer

Scores 79/100 (rank #101), placing it in the top 66% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-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 Gemini 3.5 Flash when you need:

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

Choose GLM 5.3 Prime when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 3.5 FlashBest Value
Input cost$1.50/M tokens
Output cost$9.00/M tokens
Cost per quality point$0.133
Est. monthly (1M tokens/day)$157.50
GLM 5.3 Prime
Input cost$2.80/M tokens
Output cost$8.80/M tokens
Cost per quality point$0.148
Est. monthly (1M tokens/day)$174.00

Gemini 3.5 Flash offers 9% better value per quality point. At 1M tokens/day, you'd spend $157.50/month with Gemini 3.5 Flash vs $174.00/month with GLM 5.3 Prime - a $16.50 monthly difference.

Latency & Speed
Gemini 3.5 FlashFaster
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

Gemini 3.5 Flash

Customer support chatbot

Suitable for user-facing chat with competitive response times. GLM 5.3 Prime also offers lower per-token costs for high-volume support

Gemini 3.5 Flash

Long document analysis

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

Gemini 3.5 Flash

Batch data extraction

Lower output pricing ($8.80/M) reduces costs when processing thousands of records daily

GLM 5.3 Prime

Creative writing & content

Higher overall composite score (79/100) correlates with better nuance, coherence, and style in long-form content

Gemini 3.5 Flash

Image understanding & OCR

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

Gemini 3.5 Flash
Which Should You Choose?
Our recommendation:
Gemini 3.5 Flash

Gemini 3.5 Flash and GLM 5.3 Prime are extremely close in overall performance (only 0.4000000000000057 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

Gemini 3.5 Flash
Recommended

by Google

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 9% 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 Zhipu AI

Consider for specialized use cases.

Capability Comparison
CapabilityGemini 3.5 FlashGLM 5.3 Prime
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)

Gemini 3.5 Flash

Google

Best Value
$13.50
estimated monthly cost

GLM 5.3 Prime

Zhipu AI

$15.60
estimated monthly cost

Gemini 3.5 Flash saves you $2.10/month

That's 13% 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
ParameterGemini 3.5 FlashGLM 5.3 Prime
Context Window1.0M1M
Max Output Tokens65,536131,072
Open SourceNoNo
CreatedMay 19, 2026Sep 23, 2026
Last updated: 11m ago

相关对比

Gemini 3.5 Flash vs GLM 5.3 Prime (2026) | LM Market Cap