Llama 4 Maverick 17B 128E Instruct vs Sonar Deep Research
At a Glance
| Compare | Sonar Deep ResearchPerplexity | |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.1875Openrouter ↗ · Sep 22, 2026 | $2.00Openrouter ↗ · Sep 22, 2026 |
| Output priceFrom · USD / 1M tokens | $0.6525Openrouter ↗ · Sep 22, 2026 | $8.00Openrouter ↗ · Sep 22, 2026 |
| Context windowMaximum documented tokens | 1,000K | 128K |
| Model facts checked | Aug 28, 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
Side-by-Side Facts
| Field | Llama-4-Maverick-17B-128E-Instruct | Sonar Deep Research |
|---|---|---|
| Developer | Meta | Perplexity |
| Family | Llama 4 Maverick 17b 128e Instruct | Sonar |
| Model | Llama-4-Maverick-17B-128E-Instruct | Sonar Deep Research |
| Version | Llama-4-Maverick-17B-128E-Instruct | Sonar Deep Research |
| Lifecycle | active | active |
| Released | 2025-04-05 | Unknown |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image | Text |
| Output modalities | Text | Text |
| Context window | 1,000K | 128K |
| Total parameters | 401.6B | Unknown |
| Active parameters | 17B | Unknown |
| License | other | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Openrouter (Standard) | Openrouter (Standard), Perplexity (Standard) |
| Capabilities | chat, generation, tools | chat, citations, reasoning, research, search |
Llama 4 Maverick 17B 128E Instruct Capabilities
Sonar Deep Research Capabilities
Primary Evidence
Sources and Freshness
Questions
Llama 4 Maverick 17B 128E Instruct vs Sonar Deep Research FAQs
Is Llama 4 Maverick 17B 128E Instruct or Sonar Deep Research better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Llama 4 Maverick 17B 128E Instruct and Sonar Deep Research, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Llama 4 Maverick 17B 128E Instruct or Sonar Deep Research?+
Llama 4 Maverick 17B 128E Instruct is $0.1875 and Sonar Deep Research is $2.00 per million tokens, so Llama 4 Maverick 17B 128E Instruct is cheaper on this metric. Llama 4 Maverick 17B 128E Instruct is $0.6525 and Sonar Deep Research is $8.00 per million tokens, so Llama 4 Maverick 17B 128E Instruct is cheaper on this metric.
Which has a larger context window, Llama 4 Maverick 17B 128E Instruct or Sonar Deep Research?+
Llama 4 Maverick 17B 128E Instruct has the larger sourced context window. Llama 4 Maverick 17B 128E Instruct supports 1,000K and Sonar Deep Research supports 128K.
Which performs better in benchmarks, Llama 4 Maverick 17B 128E Instruct or Sonar Deep Research?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Llama 4 Maverick 17B 128E Instruct or Sonar Deep Research be self-hosted?+
Llama 4 Maverick 17B 128E Instruct is the only model in this pair currently marked as self-hostable. Llama 4 Maverick 17B 128E Instruct is open weight; Sonar Deep Research is not marked open weight.
Can Llama 4 Maverick 17B 128E Instruct and Sonar Deep Research understand images?+
Llama 4 Maverick 17B 128E Instruct is documented with image input; Sonar Deep Research is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Llama 4 Maverick 17B 128E Instruct or Sonar Deep Research?+
Neither has a larger sourced maximum output. Llama 4 Maverick 17B 128E Instruct is — and Sonar Deep Research is —.
Do Llama 4 Maverick 17B 128E Instruct and Sonar Deep Research support reasoning and tool use?+
Llama 4 Maverick 17B 128E Instruct: tool calling and image input. Sonar Deep Research: reasoning. Feature support does not establish relative quality.
Which is available from more inference providers, Llama 4 Maverick 17B 128E Instruct or Sonar Deep Research?+
Llama 4 Maverick 17B 128E Instruct has 1 sourced provider route; Sonar Deep Research has 2, so Sonar Deep Research has broader tracked availability.
Which offers better value, Llama 4 Maverick 17B 128E Instruct or Sonar Deep Research?+
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.