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glm-5.3vskimi-k2.7-code

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Compare the things that matter before you build: current price, capabilities, and latest aggregated LLM7 statistics.

Current pricing

See the cost difference clearly

kimi-k2.7-code

Checking current pricing…

What's different

Only capabilities that differ between these models are listed. Green highlights the broader supported option or larger context window.

Context window

glm-5.3Better fit

1,000,000 tokens

kimi-k2.7-code

256,000 tokens

Capability scores

AI-estimated ratings on 30 criteria from head-to-head comparisons against 86 other text models in the LLM7 catalog, judged by TypeSafe Jev from public information (2026-10-20). Each score is the win rate against the field, relative to the strongest model for that criterion (100%). Not a benchmark.

Below 50%50–79%80–94%95%+

glm-5.3 · leads in 22

58%

Moderate

kimi-k2.7-code · leads in 7

53%

Moderate

Knowledge & reasoning

  • General knowledge

    glm-5.3Leads53%
    kimi-k2.7-code37%
  • Logical reasoning

    glm-5.3Leads61%
    kimi-k2.7-code59%
  • Mathematics

    glm-5.366%
    kimi-k2.7-codeLeads68%
  • Scientific and technical depth

    glm-5.3Leads59%
    kimi-k2.7-code56%
  • Planning and task decomposition

    glm-5.361%
    kimi-k2.7-codeLeads62%

Coding & tools

  • Code generation

    glm-5.350%
    kimi-k2.7-codeLeads87%
  • Debugging and code review

    glm-5.361%
    kimi-k2.7-codeLeads88%
  • Agentic coding

    glm-5.364%
    kimi-k2.7-codeLeads81%
  • Tool and function calling

    glm-5.357%
    kimi-k2.7-codeLeads58%
  • SQL and query writing

    glm-5.365%
    kimi-k2.7-codeLeads84%

Writing & language

  • Creative writing

    glm-5.3Leads47%
    kimi-k2.7-code36%
  • Professional writing

    glm-5.3Leads54%
    kimi-k2.7-code39%
  • Conversational quality

    glm-5.3Leads51%
    kimi-k2.7-code41%
  • Multilingual ability

    glm-5.3Leads86%
    kimi-k2.7-code55%
  • Translation

    glm-5.3Leads64%
    kimi-k2.7-code48%
  • Summarization

    glm-5.3Leads60%
    kimi-k2.7-code48%

Data & professional work

  • Data analysis

    glm-5.3Leads64%
    kimi-k2.7-code59%
  • Professional domains

    glm-5.3Leads56%
    kimi-k2.7-code43%
  • Information extraction

    glm-5.3Leads62%
    kimi-k2.7-code52%
  • Classification and labeling

    glm-5.3Leads63%
    kimi-k2.7-code44%
  • Long-context handling

    glm-5.3Leads75%
    kimi-k2.7-code52%

Reliability & control

  • Instruction following

    glm-5.3Leads55%
    kimi-k2.7-code50%
  • Structured output

    glm-5.3Leads60%
    kimi-k2.7-code59%
  • Factual accuracy

    glm-5.3Leads53%
    kimi-k2.7-code44%
  • Safety and alignment

    glm-5.3Leads47%
    kimi-k2.7-code39%
  • Steerability

    glm-5.3Leads53%
    kimi-k2.7-code45%
  • Output consistency

    glm-5.3Leads60%
    kimi-k2.7-code53%

Speed, cost & vision

  • Response speed

    glm-5.3Leads34%
    kimi-k2.7-code30%
  • Cost efficiency

    glm-5.3Leads36%
    kimi-k2.7-code34%
  • Image understanding

    glm-5.3No image input
    kimi-k2.7-codeNo image input

Latest LLM7 statistics

Recent aggregated percentages and response-time metrics from LLM7, not a global model benchmark or traffic disclosure.

Recent stability

glm-5.3

98.84%

kimi-k2.7-code

99.83%

Average response time

glm-5.3

20,395.48 ms

kimi-k2.7-code

6,571.81 ms

P95 API latency

glm-5.3

60,000 ms

kimi-k2.7-code

30,000 ms

Side-by-side trends

Shared charts make the observed differences easier to read. Metrics without enough history stay hidden.

Request success rate

Both models on the same scale

glm-5.3: 100%kimi-k2.7-code: 100%
21 Sept21 Oct

Average API latency

Both models on the same scale

glm-5.3: 5,597 mskimi-k2.7-code: 1,138 ms
21 Sept21 Oct

P95 API latency

Both models on the same scale

glm-5.3: 10,000 mskimi-k2.7-code: 2,000 ms
21 Sept21 Oct

Estimate your workload

Published rates are loaded from the pricing API; per-request quotes are billed from actual provider usage.

Checking current pricing…
Checking current pricing…

Quick take

  • glm-5.3 has a larger context window.
  • The recent stability rates are too close to distinguish meaningfully.
  • kimi-k2.7-code recorded a lower observed p95 API latency on LLM7 during this period.

Keep exploring