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Data

Data as of October 29, 2026 · How the score is built

TrackedProprietaryNon-Reasoning

N/A contextSmallest AI model card

Lightning v3.1 Pro

Decision readingLightning v3.1 Pro is tracked, but not publicly ranked yet. Published speech or voice results from Audio Realism Benchmark appear below. They do not produce a weighted text-model score.

Voice benchmark evidence

Audio Realism Benchmark is an owner-defined voice evaluation. Its result stays separate from BenchLM's weighted text-model ranking.

Owner rank
#27 of 32
Elo-style rating
955
BT uncertainty
±15.8
Win rate
31.0%
Battles
675
Avg. generation
1.73s
Provider API ID
lightning_v3.1_pro
209 wins · 466 losses · owner snapshot 2026-10-28

Lineage

The sequence follows explicit supersedes links. Each score is estimated for that model; a relative can inform a sparse estimate but never sets a floor, so a newer release can score below an earlier one. Scores and prices remain blank when the corresponding public row or first-party rate is unavailable.

  1. Release date not sourced · you are here

    Lightning v3.1 Pro

    Not publicly ranked · Price not listed

pro · v3.1 Pro

Spec sheet

Each documented value carries its source. Missing fields stay visible as not sourced or not published, rather than disappearing from the page.

API model ID
Not published
Context window
N/A
Maximum output
Not sourced yet
Knowledge cutoff
Not sourced yet
Input modalities
Not sourced yet
Output modalities
Not sourced yet
Parameters
Not disclosed by the provider
Availability
Hosted text-to-speech API on dedicated inference capacity.
Cloud regions
Not tracked yet
Lifecycle
Tracked
API capabilities
Tool calling, structured outputs, and batch support are not tracked yet
Prompt caching
Not documented in the pricing record
Self-host
Weights are not published
Rate limits
Not tracked yet

How to read this profile

The visual layer above carries the decisions. These notes preserve the model, ranking, coverage, and family context behind the numbers.

We track Lightning v3.1 Pro, but no weighted text-model benchmark result is published on the site yet. This page shows the metadata and separate protocol evidence we can verify now; a BenchLM score will appear only if compatible public evaluations land.

Lightning v3.1 Pro is a proprietary model with a N/A context window. No explicit reasoning mode is documented in this profile.

Hosted text-to-speech API on dedicated inference capacity.

This text-to-speech model is tracked through a separate voice-experience benchmark and does not participate in BenchLM's weighted text-model ranking.

Speech or voice evidence appears above; text-model benchmark coverage remains empty.

Last updated October 29, 2026. Runtime fields remain blank until a sourced snapshot exists.

Questions

How does Lightning v3.1 Pro perform overall in AI benchmarks?

Lightning v3.1 Pro has published speech or voice results in Audio Realism Benchmark. Those results remain separate from the weighted text-model ranking, so this profile does not assign a BenchLM score or overall rank. Use the linked evaluation's metric and run conditions to compare speech systems.

Does Lightning v3.1 Pro have full benchmark coverage on BenchLM?

No. Lightning v3.1 Pro's speech or voice results appear in Audio Realism Benchmark, but it has no published text-model benchmark rows. The voice evaluation does not fill the text-model coverage slots or produce an overall rank. Missing text coverage is not treated as a zero score.

What is the context window size of Lightning v3.1 Pro?

Lightning v3.1 Pro has a reported context window of N/A in the exact-model catalog record. The value stays visible, but the profile marks its source link as unavailable instead of presenting it as directly documented. Maximum output length remains separate because providers often publish a different limit.

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