SSyncDev

AI model comparison

L3 8b Stheno V3.2 vs Grok 4 1 Fast Reasoning

Compare recorded price, context, output limits, speed, latency, capabilities, and input/output support. Every missing value stays visible, and unsourced benchmarks are excluded.

This L3 8b Stheno V3.2 vs Grok 4 1 Fast Reasoning comparison is designed for teams choosing between two production model records, not for declaring a universal winner. L3 8b Stheno V3.2 by Novita via Requesty currently records 8.2K context, $0.05 input per 1M tokens, $0.05 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.

Side-by-sideSpecs and pricing, compared

Novita via Requesty

L3 8b Stheno V3.2

Sao10K/L3-8B-Stheno-v3.2 is a highly skilled actor that excels at fully immersing itself in any role assigned.

Context
8.2K
Max output
—
Input / 1M
$0.05
Output / 1M
$0.05
Output speed
—

Accepts

  • Text input

Produces

  • Text output
Full model profileVendor docs ↗
VS

Xai via Requesty

Grok 4 1 Fast Reasoning

A frontier multimodal model optimized specifically for high-performance agentic tool calling.

Context
2M
Max output
30K
Input / 1M
$0.20
Output / 1M
$0.50
Output speed
—

Accepts

  • Text input
  • Image input

Produces

  • Text output
Full model profileVendor docs ↗

At a glance

Decision snapshot

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 L3 8b Stheno V3.2 leads in recorded data

  • Input price: $0.05
  • Output price: $0.05

Where Grok 4 1 Fast Reasoning leads in recorded data

  • Context capacity: 2M

Context capacity

Higher listed limit

L3 8b Stheno V3.2:8.2K

Grok 4 1 Fast Reasoning:2M

Grok 4 1 Fast Reasoning

Maximum output

Higher listed limit

L3 8b Stheno V3.2:—

Grok 4 1 Fast Reasoning:30K

No complete comparison

Input price

Lower recorded price

L3 8b Stheno V3.2:$0.05

Grok 4 1 Fast Reasoning:$0.20

L3 8b Stheno V3.2

Output price

Lower recorded price

L3 8b Stheno V3.2:$0.05

Grok 4 1 Fast Reasoning:$0.50

L3 8b Stheno V3.2

Output speed

Higher recorded throughput

L3 8b Stheno V3.2:—

Grok 4 1 Fast Reasoning:—

No complete comparison

Time to first token

Lower recorded latency

L3 8b Stheno V3.2:—

Grok 4 1 Fast Reasoning:—

No complete comparison

Intelligence Index

Higher directory index

L3 8b Stheno V3.2:—

Grok 4 1 Fast Reasoning:—

No complete comparison

Evidence

Verified shared benchmarks

A score appears only when both records include a verified source. It is not treated as a universal ranking.

These two models haven't been measured on the same benchmark yet, so there's nothing meaningful to chart. Comparing scores from different tests would tell you more about the tests than the models — the specs and pricing above are the better guide here.

Specifications

Pricing, limits and capabilities

SpecificationL3 8b Stheno V3.2Grok 4 1 Fast Reasoning
ProviderNovita via RequestyXai via Requesty
Model family——
Accepted inputstexttext, image
Produced outputstexttext
Context window8.2K2MRecorded lead
Max output—30K
Intelligence Index——
Input price / 1M$0.05Recorded lead$0.20
Output price / 1M$0.05Recorded lead$0.50
Output speed——
Time to first token——
Reasoning modeNot documentedDocumented
Tool callingNot documentedDocumented
Image inputNot documentedDocumented
Audio inputNot documentedNot documented
Structured outputNot documentedDocumented
LicenseNot documentedNot documented
ReleasedNot documentedNov 19, 2025

Workload guidance

Which model should you choose?

L3 8b Stheno V3.2 currently leads on lower recorded input price, lower recorded output price. Grok 4 1 Fast Reasoning currently leads on larger context. 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

Sources and data limits

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.

Questions people ask

It compares recorded context and output limits, token prices, output speed, time to first token, Intelligence Index, modality support, tool and structured-output capabilities, release information, and only source-linked benchmarks verified on both records. Missing information is labeled rather than inferred.

Compare a different pair

Choose any two approved model records and review them with the same evidence rules.

Open model comparison