sonar-reasoning
perplexity · chat model
sonar-reasoning is listed here as a chat model from perplexity. This page shows simple API pricing, token limits, and capability flags so you can compare it with similar options.
Input
$1.0000 / 1M tokens
Output
$5.0000 / 1M tokens
Cached input
N/A
Context
128.0K
Quick read
Best for
Use this page when you need a fast view of cost, context size, and supported features before testing the model in your own workload.
Things to verify
Always check the provider page for discounts, cache pricing, region rules, and any model limits that may not appear in public metadata.
Pricing
| Item | Price |
|---|---|
| Input | $1.0000 / 1M tokens |
| Output | $5.0000 / 1M tokens |
| Embedding | $1.0000 / 1M tokens |
Token limits
Context window
128.0K
Max input tokens
128.0K
Max tokens
128.0K
Capabilities
| Capability | Supported |
|---|---|
| Vision | — |
| Function calling | — |
| Parallel function calling | — |
| Tool choice | — |
| Prompt caching | — |
| Reasoning | ✅ |
| Response schema | — |
| System messages | — |
| Audio input | — |
| Audio output | — |
| Web search | ✅ |
| PDF input | — |
| Video input | — |
Sources
| Source links | |
| Pricing data | LiteLLM model cost map |
| Synced at | 2026-05-28 |
Similar models
This list is ranked by overall similarity. Use filters to emphasize the lens that matters most for the replacement you are making.
Comparing from
| Model | Cost | Input shape | Features | Context | Why it is close |
|---|---|---|---|---|---|
| sonar-reasoning perplexity | In $1.0000 / 1M tokens Out $5.0000 / 1M tokens |
Output: unknown | ReasoningWeb search | 128.0K | Current model Reference row |
| Model | Cost | Input shape | Features | Context | Why it is close |
|---|---|---|---|---|---|
| sonar-deep-research perplexity | In $2.0000 / 1M tokens Out $8.0000 / 1M tokens |
Output: unknown | ReasoningWeb search | 128.0K | Same provider Overall 51% |
| sonar-reasoning-pro perplexity | In $2.0000 / 1M tokens Out $8.0000 / 1M tokens |
Output: unknown | ReasoningWeb search | 128.0K | Same provider Overall 51% |
| grok-3-mini-fast xai | In $0.6000 / 1M tokens Out $4.0000 / 1M tokens | text
Output: text | ReasoningWeb search | 131.1K | Partial I/O overlap Overall 39% |
| grok-3-mini-fast-beta xai | In $0.6000 / 1M tokens Out $4.0000 / 1M tokens | text
Output: text | ReasoningWeb search | 131.1K | Partial I/O overlap Overall 39% |
| grok-3-mini-fast-latest xai | In $0.6000 / 1M tokens Out $4.0000 / 1M tokens | text
Output: text | ReasoningWeb search | 131.1K | Partial I/O overlap Overall 39% |
| sonar perplexity | In $1.0000 / 1M tokens Out $1.0000 / 1M tokens |
Output: unknown | Web search | 128.0K | Same provider Overall 39% |
| glm-5p1 fireworks_ai | In $1.4000 / 1M tokens Out $4.4000 / 1M tokens | text
Output: text | Reasoning | 202.8K | Partial I/O overlap Overall 38% |
| glm-5p1 fireworks_ai | In $1.4000 / 1M tokens Out $4.4000 / 1M tokens | text
Output: text | Reasoning | 202.8K | Partial I/O overlap Overall 38% |
| kimi-k2-thinking-turbo moonshot | In $1.1500 / 1M tokens Out $8.0000 / 1M tokens |
Output: unknown | ReasoningWeb search | 262.1K | Partial I/O overlap Overall 35% |
| grok-3-mini azure_ai | In $0.2500 / 1M tokens Out $1.2700 / 1M tokens | text
Output: text | ReasoningWeb search | 131.1K | Partial I/O overlap Overall 32% |
| grok-3-mini azure_ai | In $0.2500 / 1M tokens Out $1.2700 / 1M tokens | text
Output: text | ReasoningWeb search | 131.1K | Partial I/O overlap Overall 32% |
| anthropic.claude-haiku-4-5-20251001-v1:0 bedrock_converse | In $1.0000 / 1M tokens Out $5.0000 / 1M tokens | imagepdf
Output: text | Reasoning | 64.0K | Partial I/O overlap Overall 30% |
| anthropic.claude-haiku-4-5@20251001 bedrock_converse | In $1.0000 / 1M tokens Out $5.0000 / 1M tokens | imagepdf
Output: text | Reasoning | 64.0K | Partial I/O overlap Overall 30% |
| claude-haiku-4-5 azure_ai | In $1.0000 / 1M tokens Out $5.0000 / 1M tokens | imagepdf
Output: text | Reasoning | 64.0K | Partial I/O overlap Overall 30% |
| claude-haiku-4-5-20251001 Anthropic | In $1.0000 / 1M tokens Out $5.0000 / 1M tokens | imagepdf
Output: text | Reasoning | 64.0K | Partial I/O overlap Overall 30% |
| claude-haiku-4-5 Anthropic | In $1.0000 / 1M tokens Out $5.0000 / 1M tokens | imagepdf
Output: text | Reasoning | 64.0K | Partial I/O overlap Overall 30% |
| global.anthropic.claude-haiku-4-5-20251001-v1:0 bedrock_converse | In $1.0000 / 1M tokens Out $5.0000 / 1M tokens | imagepdf
Output: text | Reasoning | 64.0K | Partial I/O overlap Overall 30% |
| us.deepseek.r1-v1:0 bedrock_converse | In $1.3500 / 1M tokens Out $5.4000 / 1M tokens | text
Output: text | Reasoning | 4.1K | Partial I/O overlap Overall 30% |
| llama-3.1-70b-instruct perplexity | In $1.0000 / 1M tokens Out $1.0000 / 1M tokens |
Output: unknown | Low overlap | 131.1K | Same provider Overall 26% |
| sonar-pro perplexity | In $3.0000 / 1M tokens Out $15.0000 / 1M tokens |
Output: unknown | Web search | 8.0K | Same provider Overall 20% |
| llama-3.1-8b-instruct perplexity | In $0.2000 / 1M tokens Out $0.2000 / 1M tokens |
Output: unknown | Low overlap | 131.1K | Same provider Overall 17% |
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