AI model comparison
Compare recorded price, context, output limits, speed, latency, capabilities, and input/output support. Every missing value stays visible, and unsourced benchmarks are excluded.
This Claude Sonnet 4@Us East5 vs Grok 4 1 Fast Reasoning comparison is designed for teams choosing between two production model records, not for declaring a universal winner. Claude Sonnet 4@Us East5 by Vertex via Requesty currently records 1M context, 64K maximum output, $3.00 input per 1M tokens, $15.00 output per 1M tokens. Grok 4 1 Fast Reasoning by Xai via Requesty records 2M context, 30K maximum output, $0.20 input per 1M tokens, $0.50 output per 1M tokens. The tables below separate documented capabilities, commercial limits, directory measurements, and source-linked benchmark evidence so you can see where the data is complete and where independent testing is still required.
Vertex via Requesty
Anthropic's most intelligent model. The first hybrid reasoning model on the market with the highest level of intelligence and capability with toggleable extended thinking. Top-tier results in reasoning, coding, multilingual tasks, long-context handling, honesty, and image processing.
Accepts
Produces
Xai via Requesty
A frontier multimodal model optimized specifically for high-performance agentic tool calling.
Accepts
Produces
At a glance
This is a directional summary of the values recorded in this directory—not a universal quality verdict. Test the finalists on your own prompts before committing.
Where Claude Sonnet 4@Us East5 leads in recorded data
Where Grok 4 1 Fast Reasoning leads in recorded data
Context capacity
Higher listed limit
Claude Sonnet 4@Us East5:1M
Grok 4 1 Fast Reasoning:2M
Grok 4 1 Fast Reasoning
Maximum output
Higher listed limit
Claude Sonnet 4@Us East5:64K
Grok 4 1 Fast Reasoning:30K
Claude Sonnet 4@Us East5
Input price
Lower recorded price
Claude Sonnet 4@Us East5:$3.00
Grok 4 1 Fast Reasoning:$0.20
Grok 4 1 Fast Reasoning
Output price
Lower recorded price
Claude Sonnet 4@Us East5:$15.00
Grok 4 1 Fast Reasoning:$0.50
Grok 4 1 Fast Reasoning
Output speed
Higher recorded throughput
Claude Sonnet 4@Us East5:—
Grok 4 1 Fast Reasoning:—
No complete comparison
Time to first token
Lower recorded latency
Claude Sonnet 4@Us East5:—
Grok 4 1 Fast Reasoning:—
No complete comparison
Intelligence Index
Higher directory index
Claude Sonnet 4@Us East5:—
Grok 4 1 Fast Reasoning:—
No complete comparison
Evidence
A score appears only when both records include a verified source. It is not treated as a universal ranking.
Specifications
| Specification | Claude Sonnet 4@Us East5 | Grok 4 1 Fast Reasoning |
|---|---|---|
| Provider | Vertex via Requesty | Xai via Requesty |
| Model family | — | — |
| Accepted inputs | text, image | text, image |
| Produced outputs | text | text |
| Context window | 1M | 2MRecorded lead |
| Max output | 64KRecorded lead | 30K |
| Intelligence Index | — | — |
| Input price / 1M | $3.00 | $0.20Recorded lead |
| Output price / 1M | $15.00 | $0.50Recorded lead |
| Output speed | — | — |
| Time to first token | — | — |
| Reasoning mode | Documented | Documented |
| Tool calling | Documented | Documented |
| Image input | Documented | Documented |
| Audio input | Not documented | Not documented |
| Structured output | Documented | Documented |
| License | Not documented | Not documented |
| Released | Not documented | Nov 19, 2025 |
Workload guidance
Claude Sonnet 4@Us East5 currently leads on larger maximum output. Grok 4 1 Fast Reasoning currently leads on larger context, lower recorded input price, lower recorded output price. Choose according to the constraints that matter to your workload, then run the same representative prompts against both models before making a production commitment. Neither the larger number nor the lower price is automatically the better choice: prompt quality, tool reliability, modality support, rate limits, data policy, and provider implementation can change the result. Use this page to build a shortlist, confirm current terms in the linked sources, and validate quality, latency, and cost with your own traffic.
Provenance
Prices and hosted performance can change. SyncDev records source references and clearly separates documented specifications from measured values; confirm commercial terms with the provider before deployment.
Claude Sonnet 4@Us East5
Vertex via Requesty · model record and recorded source
Grok 4 1 Fast Reasoning
Xai via Requesty · model record and recorded source
Choose any two approved model records and review them with the same evidence rules.