Grok 4.3 vs GLM 5.2

At a Glance

Compare
Intelligence, Cost, and Efficiency
IntelligenceHigher is better · MM Intelligence v2.5#40 of 4616.6 score · 2/3 sources · provisional · missing ARC-AGI-2 · full-core range 11.1–44.4#23 of 4661.9 score · 2/3 sources · provisional · missing ARC-AGI-2 · full-core range 41.3–74.6
CostLower is better · Published-token output estimate#7 of 44$0.028 per LiveBench case#12 of 44$0.056 per LiveBench case
EfficiencyHigher is better · MM Efficiency v1.5#33 of 3846.0 score · 2/3 sources · provisional · missing ARC-AGI-2 · full-core range 43.3–59.9#7 of 3861.3 score · 2/3 sources · provisional · missing ARC-AGI-2 · full-core range 51.0–67.6
Pricing and Limits
Input priceFrom · USD / 1M tokens$1.25Xai · Sep 3, 2026$0.75Deepinfra · Sep 23, 2026
Output priceFrom · USD / 1M tokens$2.50Xai · Sep 3, 2026$2.40Deepinfra · Sep 23, 2026
Context windowMaximum documented tokens1,000K1,049K
Model facts checkedSep 3, 2026View model evidence →Aug 28, 2026View model evidence →

Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →

Available Benchmarks

All benchmark results →
BenchmarkGrok 4.3GLM-5.2
LMArena Text Arenatext-2026-09-13-d25aabda0010 · arena_rating · leader1,397.7395% of row best · rating · grok-4.3; 95% CI [1394.01930088, 1401.44639527]; votes 66801; rank 1451,466.93100% of row best · rating · glm-5.2-max; 95% CI [1462.35303996, 1471.51268346]; votes 36798; rank 29
LiveBench2026-06-25 · overall · leader69.2790% of row best · percent · grok-4.3 · 11,184 output tokens / case76.96100% of row best · percent · glm-5.2 · 23,463 output tokens / case
ToneBench2026-09-11-10-task-4ef099199c9c · overall_score · unverified74.9191% of row best · points · Grok 4.3 (high) · 5,154 output tokens / case82.14100% of row best · points · GLM-5.2 · 5,633 output tokens / case
Overall ResultCounted from the protocol-matched rows above0 benchmark wins2 benchmark winsOverall lead

Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.

Side-by-Side Facts

FieldGrok 4.3GLM-5.2
DeveloperxAIZ.ai
FamilyGrok 4Glm 5 2
ModelGrok 4.3GLM-5.2
VersionGrok 4.3GLM-5.2
Lifecycleactiveactive
Released2026-06-17Unknown
Knowledge cutoffUnknownUnknown
Input modalitiesText, ImageText
Output modalitiesTextText
Context window1,000K1,049K
Total parametersUnknown753.3B
Active parametersUnknownUnknown
LicenseUnknownmit
Open weightsNoYes
API availableYesYes
Self-hostableNoYes
Provider accessXai (Standard)Deepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard)
Capabilitieschat, generation, reasoning, structured_outputs, toolschat, generation, reasoning, tools

Grok 4.3 Capabilities

chatgenerationreasoningstructured outputstools
Serving providers1
Canonical IDxai/grok-4.3

GLM 5.2 Capabilities

chatgenerationreasoningtools
Serving providers5
Canonical IDzai-org/GLM-5.2

Primary Evidence

Sources and Freshness

Questions

Grok 4.3 vs GLM 5.2 FAQs

Is Grok 4.3 or GLM 5.2 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Grok 4.3 and GLM 5.2, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Grok 4.3 or GLM 5.2?+

Grok 4.3 is $1.25 and GLM 5.2 is $0.75 per million tokens, so GLM 5.2 is cheaper on this metric. Grok 4.3 is $2.50 and GLM 5.2 is $2.40 per million tokens, so GLM 5.2 is cheaper on this metric.

Which has a larger context window, Grok 4.3 or GLM 5.2?+

GLM 5.2 has the larger sourced context window. Grok 4.3 supports 1,000K and GLM 5.2 supports 1,049K.

Which performs better in benchmarks, Grok 4.3 or GLM 5.2?+

GLM 5.2 leads the current overall benchmark count. The result uses 2 protocol-matched benchmarks from 2 publishers; it is not a universal quality score.

Can Grok 4.3 or GLM 5.2 be self-hosted?+

GLM 5.2 is the only model in this pair currently marked as self-hostable. Grok 4.3 is not marked open weight; GLM 5.2 is open weight.

Can Grok 4.3 and GLM 5.2 understand images?+

Grok 4.3 is documented with image input; GLM 5.2 is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Grok 4.3 or GLM 5.2?+

Neither has a larger sourced maximum output. Grok 4.3 is — and GLM 5.2 is —.

Do Grok 4.3 and GLM 5.2 support reasoning and tool use?+

Grok 4.3: reasoning, tool calling, and image input. GLM 5.2: reasoning and tool calling. Feature support does not establish relative quality.

Which is available from more inference providers, Grok 4.3 or GLM 5.2?+

Grok 4.3 has 1 sourced provider route; GLM 5.2 has 5, so GLM 5.2 has broader tracked availability.

Which offers better value, Grok 4.3 or GLM 5.2?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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