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Model comparison

Gemini 3.5 Flash-Lite vs GLM-5.2

Data verified

Head-to-head evidence from 18 shared benchmark results across 4 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

N/A
No comparison
63.96/100
0 category wins2 category wins

Public leaderboard positions: Gemini 3.5 Flash-Lite unranked (Not scored); GLM-5.2 #37 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Gemini 3.5 Flash-Lite and GLM-5.2 share 18 comparable benchmark results. 2 of 8 categories are comparable. 3 results are unique to Gemini 3.5 Flash-Lite; 25 to GLM-5.2.

Updated July 21, 2026
Shared results
18
Gemini 3.5 Flash-Lite only
3
GLM-5.2 only
25
Comparable categories
2 / 8

Treat this as a split decision. Gemini 3.5 Flash-Lite makes more sense if you want the cheaper token bill; GLM-5.2 is the better fit if agentic is the priority.

Confidence note. This is a partial-evidence comparison with 18 shared benchmark results across 4 evidence categories; 2 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

Gemini 3.5 Flash-Lite and GLM-5.2 finish on the same BenchAlign overall score, so this is less about a single winner and more about where the edge shows up. The BenchAlign headline says tie; the benchmark table is where the real choice happens.

GLM-5.2 is also the more expensive model on tokens at $1.40 input / $4.40 output per 1M tokens, versus $0.30 input / $2.50 output per 1M tokens for Gemini 3.5 Flash-Lite.

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 Gemini 3.5 Flash-Lite and GLM-5.2
CategoryGemini 3.5 Flash-LiteΔGLM-5.2
AgenticGemini 3.5 Flash-Lite63.4Margin→ 17.6GLM-5.281.0
CodingGemini 3.5 Flash-Lite54.2Margin→ 7.9GLM-5.262.1
ReasoningGemini 3.5 Flash-Lite72.2MarginNo overlapGLM-5.2Not measured
KnowledgeGemini 3.5 Flash-LiteNot measuredMarginNo overlapGLM-5.259.6
MathGemini 3.5 Flash-LiteNot measuredMarginNo overlapGLM-5.295.9

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · Gemini 3.5 Flash-LiteB · GLM-5.2

  1. Terminal-Bench 2.0

    Agentic
    Source ↗
    A 54%B 81%
    Winner: GLM-5.2Δ 27
    Terminal-Bench 2.0: Gemini 3.5 Flash-Lite scored 54%; GLM-5.2 scored 81%. GLM-5.2 wins this benchmark.

  2. SWE-bench Pro

    Coding
    Source ↗
    A 54.2%B 62.1%
    Winner: GLM-5.2Δ 7.9
    SWE-bench Pro: Gemini 3.5 Flash-Lite scored 54.2%; GLM-5.2 scored 62.1%. GLM-5.2 wins this benchmark.

Operational comparison

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

MetricGemini 3.5 Flash-LiteGLM-5.2Comparison
Input / output priceUSD per 1M tokensGemini 3.5 Flash-Lite$0.3 input / $2.5 outputGLM-5.2$1.4 input / $4.4 outputGemini 3.5 Flash-Lite has the lower combined listed price.
Generation speedtokens per secondGemini 3.5 Flash-LiteNot availableGLM-5.2Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGemini 3.5 Flash-LiteNot availableGLM-5.2Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensGemini 3.5 Flash-Lite1MGLM-5.21MListed context windows are equal.

Benchmark Deep Dive

AgenticGLM-5.2 wins
BenchmarkGemini 3.5 Flash-LiteGLM-5.2Result
Terminal-Bench 2.0Source 54%81%GLM-5.2 leads
OSWorld-VerifiedSource 74%—Not comparable
GDPval-AASource 11401514GLM-5.2 leads
AA Agentic IndexSource 26.8%43.1%GLM-5.2 leads
GDPval-AASource 32.0%50.7%GLM-5.2 leads
AA BriefcaseSource 6341260GLM-5.2 leads
AA Tau3 BankingSource 16.5%26.8%GLM-5.2 leads
MCP AtlasSource —76.8%Not comparable
ToolathlonSource —48.2%Not comparable
τ²-bench resultsSource —99.1%Not comparable
APEX-Agents-AASource —33.7%Not comparable
ResearchClawBenchSource —20.7%Not comparable
AA AutomationBenchSource —27.8%Not comparable
AA EnterpriseOps-GymSource —42.7%Not comparable
AA Harvey LABSource —91.0%Not comparable
AA ITBenchSource —42.7%Not comparable
terminalBenchHardSource —50.8%Not comparable
aaTerminalBench21Source —77.9%Not comparable
CodingGLM-5.2 wins
BenchmarkGemini 3.5 Flash-LiteGLM-5.2Result
Terminal-Bench 2.0Source 54.0%81.0%GLM-5.2 leads
SWE-bench ProSource 54.2%62.1%GLM-5.2 leads
AA Coding IndexSource 49.3%68.8%GLM-5.2 leads
AA-SciCodeSource 40.9%50.5%GLM-5.2 leads
NL2RepoSource —48.9%Not comparable
ProgramBenchSource —63.7%Not comparable
cursorBench32Source —55.0%Not comparable
Reasoning
BenchmarkGemini 3.5 Flash-LiteGLM-5.2Result
MRCRv2Source 72.2%—Not comparable
AA-LCRSource 62.0%71.3%GLM-5.2 leads
CritPtSource 0.0%20.9%GLM-5.2 leads
Knowledge
BenchmarkGemini 3.5 Flash-LiteGLM-5.2Result
Artificial Analysis Intelligence IndexSource 36.5%51.1%GLM-5.2 leads
AA-GPQA DiamondSource 83.8%89.5%GLM-5.2 leads
AA-HLESource 17.5%40.1%GLM-5.2 leads
AA-Omniscience IndexSource 6.9%4.0%Gemini 3.5 Flash-Lite leads
AA-Omniscience AccuracySource 30.3%25.1%Gemini 3.5 Flash-Lite leads
AA-Omniscience Hallucination RateSource 33.5%28.1%GLM-5.2 leads
GPQASource —91.2%Not comparable
GPQA-DSource —91.2%Not comparable
HLESource —54.7%Not comparable
HLE w/o toolsSource —40.5%Not comparable
AA Openness IndexSource —44.4%Not comparable
Math
BenchmarkGemini 3.5 Flash-LiteGLM-5.2Result
AIME26Source —99.2%Not comparable
HMMT Nov 2025Source —94.4%Not comparable
HMMT Feb 2026Source —92.5%Not comparable
MMAnswerBenchSource —91.0%Not comparable
Multimodal
BenchmarkGemini 3.5 Flash-LiteGLM-5.2Result
AA-MMMU-ProSource 79.0%—Not comparable
Design Arena WebsiteSource —1340Not comparable
Inst. Following
BenchmarkGemini 3.5 Flash-LiteGLM-5.2Result
AA-IFBenchSource —73.3%Not comparable
Frequently Asked Questions (3)

Which is better, Gemini 3.5 Flash-Lite or GLM-5.2?

Gemini 3.5 Flash-Lite and GLM-5.2 are tied on the BenchAlign overall score, so the right pick depends on which category matters most for your use case.

Which is better for coding, Gemini 3.5 Flash-Lite or GLM-5.2?

GLM-5.2 has the edge for coding in this comparison, averaging 62.1 versus 54.2. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Gemini 3.5 Flash-Lite or GLM-5.2?

GLM-5.2 has the edge for agentic tasks in this comparison, averaging 81 versus 63.4. Inside this category, AA Briefcase is the benchmark that creates the most daylight between them.

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Last updated: July 21, 2026

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