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Grok 4.7 vs GLM 5.3 Flash

Grok 4.7

xAI

89#43
vs
GLM 5.3 Flash

Zhipu AI

78#110
Signal-by-Signal Comparison
SignalGrok 4.7DeltaGLM 5.3 Flash
Capabilities
100
+17
83
Benchmarks
86
+10
77
Pricing
95
-4
100
Context window size
90
-7
97
Recency
100
--
100
Output Capacity
90
-5
96
Overall Result
2 wins
of 6
3 wins
GLM 5.3 Flash wins 3 of 6 signals

Score History

Score History (6 data points)
Grok 4.7GLM 5.3 Flash
Grok 4.7

88.8

current score

Leader

Grok 4.7

right now

GLM 5.3 Flash

77.9

current score

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

Grok 4.7

xAI

Per request$0.004000
Daily$13.33
Monthly$400.00
Annual$4800.00

GLM 5.3 Flash

Zhipu AI

Best Value
Per request$0.000400
Daily$1.33
Monthly$40.00
Annual$480.00

GLM 5.3 Flash saves you $360.00/month

That's $4320.00/year compared to Grok 4.7 at your current usage level of 100K calls/month.

90% cheaper
Choose GLM 5.3 Flash for cost optimization

Grok 4.7 pricing:
Input:$1.60/M tokens
Output:$4.80/M tokens
GLM 5.3 Flash pricing:
Input:$0.15/M tokens
Output:$0.50/M tokens
Winner
Grok 4.7

xAI

89

Composite Score

GLM 5.3 Flash

Zhipu AI

78

Composite Score

Signal-by-Signal Comparison
MetricGrok 4.7GLM 5.3 FlashWinner
Overall Score
89
78
Grok 4.7
Rank#43#110
Grok 4.7
Quality Rank#43#110
Grok 4.7
Adoption Rank#43#110
Grok 4.7
Parameters------
Context Window500K1311K
GLM 5.3 Flash
Pricing$1.60/$4.80/M$0.15/$0.50/M--
Signal Scores
Capabilities
100
83
Grok 4.7
Benchmarks
86
77
Grok 4.7
Pricing
95
100
GLM 5.3 Flash
Context window size
90
97
GLM 5.3 Flash
Recency
100
100
Grok 4.7
Output Capacity
90
96
GLM 5.3 Flash
Benchmark Head-to-Head(11 benchmarks)
Grok 4.7: 0GLM 5.3: 1
Grok 4.7
GLM 5.3
Normalized 0-100%
MMLU
91.5%-
MMLU-Pro
83.5%-
GPQA Diamond
82%-
MATH-500
95%-
HumanEval
95.5%-
SWE-bench Verified
70%-
AIME 2024
88%-
IFEval
91%-
BBH
90%-
Arena Elo
14621474
LiveBench
73%-
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.

Grok 4.7Elite Tier

Scores 89/100 (rank #43), placing it in the top 86% of all 290 models tracked.

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

Scores 78/100 (rank #110), placing it in the top 62% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Grok 4.7 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 Grok 4.7 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose GLM 5.3 Flash when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1311K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model
Cost-Performance Analysis
Grok 4.7
Input cost$1.60/M tokens
Output cost$4.80/M tokens
Cost per quality point$0.072
Est. monthly (1M tokens/day)$96.00
GLM 5.3 FlashBest Value
Input cost$0.15/M tokens
Output cost$0.50/M tokens
Cost per quality point$0.008
Est. monthly (1M tokens/day)$9.75

GLM 5.3 Flash offers 90% better value per quality point. At 1M tokens/day, you'd spend $9.75/month with GLM 5.3 Flash vs $96.00/month with Grok 4.7 - a $86.25 monthly difference.

Latency & Speed
Grok 4.7Faster
Speed score0/100
GLM 5.3 Flash
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

Grok 4.7

Customer support chatbot

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

Grok 4.7

Long document analysis

Larger context window (1311K tokens) can process longer documents, contracts, and research papers in a single pass

GLM 5.3 Flash

Batch data extraction

Lower output pricing ($0.50/M) reduces costs when processing thousands of records daily

GLM 5.3 Flash

Creative writing & content

Higher overall composite score (89/100) correlates with better nuance, coherence, and style in long-form content

Grok 4.7

Image understanding & OCR

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

Grok 4.7
Which Should You Choose?
Our recommendation:
Grok 4.7

Grok 4.7 clearly outperforms GLM 5.3 Flash with a significant 10.899999999999991-point lead. For most general use cases, Grok 4.7 is the stronger choice. However, GLM 5.3 Flash may still excel in niche scenarios.

Grok 4.7
Recommended

by xAI

  • 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 - 90% lower pricing; better value at scale
Capability Comparison
CapabilityGrok 4.7GLM 5.3 Flash
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Grok 4.7

xAI

$8.64
estimated monthly cost

GLM 5.3 Flash

Zhipu AI

Best Value
$0.8700
estimated monthly cost

GLM 5.3 Flash saves you $7.77/month

That's 90% cheaper than Grok 4.7 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
ParameterGrok 4.7GLM 5.3 Flash
Context Window500K1.3M
Max Output Tokens450,000943,717
Open SourceNoYes
CreatedSep 21, 2026Aug 26, 2026
Last updated: 35m ago

相关对比

Grok 4.7 vs GLM 5.3 Flash (2026) | LM Market Cap