Sonar Reasoning Pro vs Qwen3.8 Max

At a Glance

Compare
Intelligence, Cost, and Efficiency
IntelligenceHigher is better · MM Intelligence v2.5UnrankedNot in the 46-model eligible cohort#10 of 4679.2 score · 2/3 sources · provisional · missing ARC-AGI-2 · full-core range 52.8–86.1
CostLower is better · Published-token output estimateUnrankedNot in the 44-model eligible cohort#23 of 44$0.107 per LiveBench case
EfficiencyHigher is better · MM Efficiency v1.5UnrankedNot in the 38-model eligible cohort#6 of 3863.2 score · 2/3 sources · provisional · missing ARC-AGI-2 · full-core range 50.0–66.7
Pricing and Limits
Input priceFrom · USD / 1M tokens$2.00Openrouter · Sep 22, 2026$1.65Deepinfra · Sep 21, 2026
Output priceFrom · USD / 1M tokens$8.00Openrouter · Sep 22, 2026$4.951Deepinfra · Sep 21, 2026
Context windowMaximum documented tokens128K1,000K
Model facts checkedAug 29, 2026View model evidence →Aug 29, 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 →
No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

Side-by-Side Facts

FieldSonar Reasoning ProQwen3.8-Max
DeveloperPerplexityQwen
FamilySonarQwen3 8 Max
ModelSonar Reasoning ProQwen3.8-Max
VersionSonar Reasoning ProQwen3.8-Max
Lifecycleactiveactive
ReleasedUnknownUnknown
Knowledge cutoffUnknownUnknown
Input modalitiesTextText, Image, Video
Output modalitiesTextText
Context window128K1,000K
Total parametersUnknown2.4T
Active parametersUnknownUnknown
LicenseUnknownUnknown
Open weightsNoNo
API availableYesYes
Self-hostableNoNo
Provider accessOpenrouter (Standard), Perplexity (Standard)Alibaba Cloud Model Studio (Standard), Deepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard)
Capabilitieschat, citations, reasoning, searchagents, chat, reasoning, structured_outputs, tools, vision

Sonar Reasoning Pro Capabilities

chatcitationsreasoningsearch
Serving providers2
Canonical IDperplexity/sonar-reasoning-pro

Qwen3.8 Max Capabilities

agentschatreasoningstructured outputstoolsvision
Serving providers4
Canonical IDqwen/qwen3.8-max

Primary Evidence

Sources and Freshness

Questions

Sonar Reasoning Pro vs Qwen3.8 Max FAQs

Is Sonar Reasoning Pro or Qwen3.8 Max better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Sonar Reasoning Pro and Qwen3.8 Max, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Sonar Reasoning Pro or Qwen3.8 Max?+

Sonar Reasoning Pro is $2.00 and Qwen3.8 Max is $1.65 per million tokens, so Qwen3.8 Max is cheaper on this metric. Sonar Reasoning Pro is $8.00 and Qwen3.8 Max is $4.951 per million tokens, so Qwen3.8 Max is cheaper on this metric.

Which has a larger context window, Sonar Reasoning Pro or Qwen3.8 Max?+

Qwen3.8 Max has the larger sourced context window. Sonar Reasoning Pro supports 128K and Qwen3.8 Max supports 1,000K.

Which performs better in benchmarks, Sonar Reasoning Pro or Qwen3.8 Max?+

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

Can Sonar Reasoning Pro or Qwen3.8 Max be self-hosted?+

Both models have the same recorded self-hosting status: unsupported. Sonar Reasoning Pro is not marked open weight; Qwen3.8 Max is not marked open weight.

Can Sonar Reasoning Pro and Qwen3.8 Max understand images?+

Sonar Reasoning Pro is not documented with image input; Qwen3.8 Max is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Sonar Reasoning Pro or Qwen3.8 Max?+

Neither has a larger sourced maximum output. Sonar Reasoning Pro is — and Qwen3.8 Max is 131K.

Do Sonar Reasoning Pro and Qwen3.8 Max support reasoning and tool use?+

Sonar Reasoning Pro: reasoning. Qwen3.8 Max: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Sonar Reasoning Pro or Qwen3.8 Max?+

Sonar Reasoning Pro has 2 sourced provider routes; Qwen3.8 Max has 4, so Qwen3.8 Max has broader tracked availability.

Which offers better value, Sonar Reasoning Pro or Qwen3.8 Max?+

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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