Sonar Pro vs GLM 5.2
Model Markets Rankings
Intelligence, Cost, and Efficiency
| Ranking | Sonar Pro | GLM-5.2 |
|---|---|---|
| CostLower is better · Published-token output estimate | UnrankedNot 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
Technical Differences
Side-by-Side Facts
| Field | Sonar Pro | GLM-5.2 |
|---|---|---|
| Developer | Perplexity | Z.ai |
| Family | Sonar | Glm 5 2 |
| Model | Sonar Pro | GLM-5.2 |
| Version | Sonar Pro | GLM-5.2 |
| Lifecycle | active | active |
| Released | Unknown | Unknown |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text | Text |
| Output modalities | Text | Text |
| Context window | 200K | 1,049K |
| Total parameters | Unknown | 753.3B |
| Active parameters | Unknown | Unknown |
| License | Unknown | mit |
| Open weights | No | Yes |
| API available | Yes | Yes |
| Self-hostable | No | Yes |
| Provider access | Openrouter (Standard), Perplexity (Standard) | Deepinfra (Standard), Fireworks Ai (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | chat, citations, search | chat, generation, reasoning, tools |
13 comparable fields · 9 material differences · Pair passes the primary-source comparison gate
Sonar Pro Capabilities
GLM 5.2 Capabilities
Internal Comparison Graph
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|---|---|---|---|
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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.