Grok 4.1 Fast Reasoning

by xAI

Released 132 days after Grok 4 · All xAI releases

Grok 4.1 Fast Reasoning was released in November 2025 as xAI's high-throughput reasoning model, pairing extended chain-of-thought with the 2 million token context window and fast inference of the Grok 4.1 Fast line. It generates reasoning before responding, improving accuracy on math, code, and multi-step logic while keeping practical throughput. Compared to the non-reasoning variant, it trades some latency for higher accuracy on harder tasks, making it a fit for problem-solving applications that need both capability and long context. It supports vision, tool use, structured outputs, and function calling across multimodal inputs. Reasoning can be toggled through the API, so the same model line can serve fast direct replies or deeper deliberation depending on the request. It was trained with long-horizon reinforcement learning focused on multi-turn, tool-using scenarios.

Call Grok 4.1 Fast Reasoning on Opper with the OpenAI SDK. Sign up without a credit card. Get started

Key info

Input
Output
Features
Context window
2M
Max output
30K
Input price
$0.20 /1M$0.05 cache read
Output price
$0.50 /1M
Released
  • Zero data retention with abuse monitoring
  • No training by default
  • GDPR DPA available

Available routes

Grok 4.1 Fast Reasoning runs on 1 route through the Opper gateway. Compare residency, zero data retention and training posture at a glance, with full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutputCache read
MultiNo$0.20$0.50$0.05

Uptime and availability

Grok 4.1 Fast Reasoning runs on a single route through the Opper gateway today, so its availability is that provider's availability.

99.40%route uptime, last 30 days
Single route, no failover target within this model.

Name a second model in the same request and the gateway tries it on retriable errors, so a busy hour never has to reach your users. Set up a fallback chain.

Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. See uptime for every provider Opper monitors.

Data handling per route

Each route hosting Grok 4.1 Fast Reasoning has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

Google Cloud — Multi-region

Zero data retention with abuse monitoring: prompts and outputs are kept for abuse monitoring only, for a window the provider does not state, and are not used for training. No training on customer data. GLOBAL; SCCs; DPA available.

Zero data retention
With abuse monitoring, window not stated.
Training
No training on customer data.
Logging
Abuse monitoring
Abuse monitoring
On by default, holds flagged content, 90 days, a person can view samples
GDPR DPA
DPA available
Transfer mechanism
SCCs

Benchmarks

Independent benchmark scores — composite indices for reasoning, coding, and math, plus individual eval scores where available.

Intelligence Index20.4
Math Index89.3
Reasoning & knowledge
MMLU-Pro
85%
GPQA Diamond
85%
Humanity's Last Exam
19%
Long-context reasoning
74%
Coding
LiveCodeBench
82%
Agentic & tool use
Terminal-Bench Hard
24%
τ²-Bench Telecom
93%
Math & instruction following
AIME 2025
89%
IFBench
53%

Get started

Call Grok 4.1 Fast Reasoning through the Opper gateway with one API key. Opper is drop-in compatible with the OpenAI, Anthropic and Google AI SDKs.

Grok 4.1 Fast Reasoning is a premium model on Opper. Sign up needs no credit card: you get an API key straight away and the free models work in the playground and the API. Add a card to use premium models, pay-as-you-go with no minimum.

Set it up with your agent

Copy this and paste it into a coding agent like Claude Code, Cursor or Codex and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "vertexai/grok-4-1-fast-reasoning",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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