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Model comparison

GLM-5 (Reasoning) vs Grok 4.20

Data verified

Head-to-head evidence from 2 shared benchmark results across 2 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

58.96/100
Margin
5.1pts
← winning
53.88/100
0 category wins0 category wins

Public leaderboard positions: GLM-5 (Reasoning) #59 (Estimated); Grok 4.20 #93 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. GLM-5 (Reasoning) and Grok 4.20 share 2 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to GLM-5 (Reasoning); 17 to Grok 4.20.

Updated July 28, 2026
Shared results
2
GLM-5 (Reasoning) only
0
Grok 4.20 only
17
Comparable categories
0 / 8

Benchmark data for GLM-5 (Reasoning) and Grok 4.20 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 2 shared benchmark results across 2 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Grok 4.20 is priced at $2.00 input / $6.00 output per 1M tokens, versus $1.00 input / $3.20 output per 1M tokens for GLM-5 (Reasoning). Grok 4.20 has the larger context window at 2M, compared with 200K for GLM-5 (Reasoning).

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for GLM-5 (Reasoning) and Grok 4.20
CategoryGLM-5 (Reasoning)ΔGrok 4.20
AgenticGLM-5 (Reasoning)Not measuredMarginNo overlapGrok 4.2047.1
CodingGLM-5 (Reasoning)Not measuredMarginNo overlapGrok 4.2067.1
ReasoningGLM-5 (Reasoning)Not measuredMarginNo overlapGrok 4.2053.3
MultimodalGLM-5 (Reasoning)Not measuredMarginNo overlapGrok 4.2070.1

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGLM-5 (Reasoning)Grok 4.20Comparison
Input / output priceUSD per 1M tokensGLM-5 (Reasoning)$1 input / $3.2 outputGrok 4.20$2 input / $6 outputGLM-5 (Reasoning) has the lower combined listed price.
Generation speedtokens per secondGLM-5 (Reasoning)Not availableGrok 4.20233 tok/sA complete speed comparison is not available.
First-answer latencyseconds to first tokenGLM-5 (Reasoning)Not availableGrok 4.2010.33 sA complete latency comparison is not available.
Context windowmaximum listed tokensGLM-5 (Reasoning)200KGrok 4.202MGrok 4.20 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGLM-5 (Reasoning)Grok 4.20Result
Terminal-Bench 2.0Source 47.1%Not comparable
DeepSearchQASource 62.8%Not comparable
Gert LabsSource 38.36%Not comparable
Coding
BenchmarkGLM-5 (Reasoning)Grok 4.20Result
Vibe Code BenchSource 23.36%4.06%GLM-5 (Reasoning) leads
LiveCodeBench ProSource 74.2%Not comparable
SWE-bench VerifiedSource 76.7%Not comparable
SWE-bench ProSource 51.8%Not comparable
Reasoning
BenchmarkGLM-5 (Reasoning)Grok 4.20Result
ARC-AGI-2Source 53.3%Not comparable
ARC-AGI-3Source 0.1%Not comparable
Knowledge
BenchmarkGLM-5 (Reasoning)Grok 4.20Result
GPQA-DSource 88.5%Not comparable
HLE w/o toolsSource 31.6%Not comparable
HealthBench HardSource 20.3%Not comparable
MedXpertQA (Text)Source 50.2%Not comparable
Multimodal
BenchmarkGLM-5 (Reasoning)Grok 4.20Result
Design Arena WebsiteSource 12741252GLM-5 (Reasoning) leads
MMMU-ProSource 75.2%Not comparable
CharXivSource 60.9%Not comparable
ERQASource 54.1%Not comparable
SimpleVQASource 57.4%Not comparable
MedXpertQA (MM)Source 65.8%Not comparable
Frequently Asked Questions (3)

Can I compare GLM-5 (Reasoning) and Grok 4.20 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for GLM-5 (Reasoning) and Grok 4.20 today?

GLM-5 (Reasoning): $1.00 input / $3.20 output per 1M tokens Grok 4.20: $2.00 input / $6.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Related Comparisons

Last updated: July 28, 2026

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