Sonar Pro vs GLM 5.2

Model Markets Rankings

Intelligence, Cost, and Efficiency

All rankings →
RankingSonar ProGLM-5.2
CostLower is better · Published-token output estimateUnrankedNot in the 36-model eligible cohort#11 of 36$0.056 per LiveBench case

Ranks come from the current complete eligible cohorts. Green highlights appear only when both models are ranked in the same metric. Missing required inputs remain unranked, and the three dimensions are not collapsed into an overall winner.

Benchmark Performance

Available Benchmarks

No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.
FieldAt a Glance
Perplexity · activeSonar ProVerified Aug 29, 2026
Z.ai · activeGLM 5.2Verified Aug 28, 2026

Technical Differences

Side-by-Side Facts

Indexable
FieldSonar ProGLM-5.2
DeveloperPerplexityZ.ai
FamilySonarGlm 5 2
ModelSonar ProGLM-5.2
VersionSonar ProGLM-5.2
Lifecycleactiveactive
ReleasedUnknownUnknown
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesTextText
Context window200K1,049K
Total parametersUnknown753.3B
Active parametersUnknownUnknown
LicenseUnknownmit
Open weightsNoYes
API availableYesYes
Self-hostableNoYes
Provider accessOpenrouter (Standard), Perplexity (Standard)Deepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard)
Capabilitieschat, citations, searchchat, generation, reasoning, tools

13 comparable fields · 9 material differences · Pair passes the primary-source comparison gate

Sonar Pro Capabilities

chatcitationssearch
Input price$3.00
Output price$15.00
Serving providers2
Canonical IDperplexity/sonar-pro

GLM 5.2 Capabilities

chatgenerationreasoningtools
Input price$0.75
Output price$2.40
Serving providers5
Canonical IDzai-org/GLM-5.2

Internal Comparison Graph

Related Comparisons

All text comparisons →
APairBContext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext
vscross-developer peerstext

Primary Evidence

Sources and Freshness

Questions

Sonar Pro vs GLM 5.2 FAQs

Is Sonar Pro or GLM 5.2 better for coding?+

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

Which is cheaper, Sonar Pro or GLM 5.2?+

Sonar Pro is $3.00 and GLM 5.2 is $0.75 per million tokens, so GLM 5.2 is cheaper on this metric. Sonar Pro is $15.00 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, Sonar Pro or GLM 5.2?+

GLM 5.2 has the larger sourced context window. Sonar Pro supports 200K and GLM 5.2 supports 1,049K.

Which performs better in benchmarks, Sonar Pro or GLM 5.2?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Sonar Pro or GLM 5.2 be self-hosted?+

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

Can Sonar Pro and GLM 5.2 understand images?+

Sonar Pro is not 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, Sonar Pro or GLM 5.2?+

Neither has a larger sourced maximum output. Sonar Pro is — and GLM 5.2 is —.

Do Sonar Pro and GLM 5.2 support reasoning and tool use?+

Sonar Pro: none of these features are definitively sourced. GLM 5.2: reasoning and tool calling. Feature support does not establish relative quality.

Which is available from more inference providers, Sonar Pro or GLM 5.2?+

Sonar Pro has 2 sourced provider routes; GLM 5.2 has 5, so GLM 5.2 has broader tracked availability.

Which offers better value, Sonar Pro 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.

Send Feedback