The Known Good Updated 11 Sep 2026 Subscribe
inference-net ·Proprietary ·Released September 2026·Tracked since 12 Sep 2026

Inference.net: Schematron V2 Small — quality, speed & price analysis

Compare with another model Provider benchmarks Data sources
Quality
unranked
Known Good Index
Speed
#54 of 343
98.0
Output tokens per second
Price
#37 of 460
$0.10
Blended per 1M tokens
In $0.05 · Out $0.23
Cache hit price
unranked
per 1M tokens
Context
#432 of 498
128k
tokens (~200 pages)
Summary

Inference.net: Schematron V2 Small does not yet carry a Known Good Index score — the index needs at least one science, one mathematics and one coding result. It accepts text input, outputs text, and supports a 128k-token context window.

Pricing is $0.05 per 1M input tokens (below the $2.08 average) and $0.23 per 1M output (below the $9.59 average). At 98 tokens per second it sits in the fastest quarter of the models we track.

Generated from tracked data on 12 Sep 2026 · how these comparisons are computed →

Technical specifications
ReasoningNo
Input modalitytext
Output modalitytext
Context window128,000 tokens
Max output4,096 tokens
WeightsProprietary
Knowledge cutoff
Tool calling
Providers1 host · compare →
Highlights — where Inference.net: Schematron V2 Small sits
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Models shown

Quality

How Inference.net: Schematron V2 Small compares against every tracked model

Known Good IndexCodingMathematicsReasoning
Known Good Index

Composite of GPQA Diamond, Mock AIME 2024–25, MATH Level 5, SWE-bench Verified, LiveBench, Humanity's Last Exam and Terminal-Bench, normalised 0–100. Scores are ingested from their publishers; we do not run these evaluations. This model is not in this ranking: it holds no Known Good Index score.

💡 A lightbulb marks a model its provider publishes as a reasoning model
The Known Good

Quality Breakdown

Inference.net: Schematron V2 Small on each evaluation feeding the index, against the tracked average

Evaluation scores

Bar = Inference.net: Schematron V2 Small · grey marker = average across tracked models

None of the seven index evaluations have published a score for this model yet.

The Known Good

Arena Elo

Human preference rating from blind pairwise votes

Arena Elo

Elo from blind pairwise votes, ingested from Arena

Inference.net: Schematron V2 Small does not currently appear in any arena we ingest.

The Known Good

Price & Cost

Published API pricing by token type

BlendedInput vs outputQuality per dollar
Blended Price

USD per 1M tokens at a 3:1 input:output blend. Live from OpenRouter, cross-checked against models.dev. Lower is better. Ranked against the 460 models priced above zero, which is the population the chart draws; excludes 33 published at no cost (free and promotional tiers).

The Known Good
We publish blended price rather than cost-per-task. Cost-per-task requires token counts from an evaluation suite we do not run. Blended price is computed from published rates and is fully reproducible — see the pricing methodology.

Context Window

Maximum input tokens accepted

Context windowMax output tokens
Context Window

Maximum input context from provider metadata via models.dev and OpenRouter. Higher is better.

The Known Good

Speed

Mean output throughput across hosting providers, over successful measurements from the last 48 hours

Output speedBy provider
Output Speed

Mean output tokens per second across all tracked providers, over successful measurements from the last 48 hours. Derived from OpenRouter endpoint telemetry. Higher is better.

The Known Good

Latency

Time to first token, mean across providers over successful measurements from the last 48 hours

Latency (TTFT)

Seconds to first streamed chunk, mean across tracked providers over successful measurements from the last 48 hours. Derived from OpenRouter endpoint telemetry. Lower is better.

The Known Good

Providers

Hosts serving Inference.net: Schematron V2 Small, with their own price and speed

1 provider
Full provider benchmarks →
ProviderInput $/MOutput $/M BlendedSpeedTTFTContext
InferenceNet $0.05 $0.23 $0.10 98 0.9s 128k

Per-host pricing and telemetry from OpenRouter. Speed is output tokens per second; TTFT is time to first token.

The Known Good

History

How price and quality have moved since we began tracking this model

Quality & price over time

Since 12 Sep 2026

Known Good Index
Blended price $0.10 per 1M · observed 12 Sep 2026
Output speed 98 tok/s · observed 12 Sep 2026
Time to first token 0.8s
12 Sep 2026 · model added
New model: Inference.net: Schematron V2 Small
inference-net · 128,000 token context · $0.10 per 1M blended (3:1)
The Known Good

Comparisons

Head-to-head pages pairing Inference.net: Schematron V2 Small with other tracked models

Head-to-head pages are generated for the top 50 models by Known Good Index, which Inference.net: Schematron V2 Small is not currently in. Its nearest tracked models by index are below.

Browse all comparisons →
Sources for this page
Pricing & providers — OpenRouter Metadata — models.dev Full attribution →