Skip to content
ModelCap

solar pro preview instruct

Current board #169Official publisher releaseOpen weights

Upstage·upstage/solar-pro-preview-instruct

solar pro preview instruct is ModelCap current-board rank #169 with Index 24.2 (Modeled · peer benchmarks), from the ModelCap Index as of 17 Sept 2026, 07:03 UTC.

solar pro preview instruct weight access is open weights, from ModelCap classification of published repository metadata as of 17 Sept 2026, 07:03 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
24.2#169
Estimated · 21% support · score interval 9.5–38.8
No admitted evaluation publication timestamp yet
Market Gravity
11.7
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Self-hosted
weights only · no listed API price
Output
Self-hosted
weights only · no listed API price
Context
tokens
Providers
0
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

ModelCap Index · Current board

Methodology
24.2
Modeled · peer benchmarks · calibrated architecture-and-release-era fallback from static public metadata
Current board
#169
Public rank basis
Modeled · peer benchmarks (architecture)
Index support
20.7% · limited
Index interval
9.5–38.8
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
No admitted evaluation publication timestamp
Identity binding
Exact catalogue product · upstage/upstage/solar-pro-preview-instruct · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata upstage/solar-pro-preview-instruct@dd4bcf7006df9b1ce3f87711e702e4063832aae3 (not the evaluation revision)
Index observations used
0
Qualified Index evidence point
24.2
How this position was produced · fused launch placement

No general-family board lists this model yet. Its point estimate is the precision-weighted mean of every channel that spoke for it; each channel’s share is the weight it carried. Independent measurements replace this placement as boards list the model.

Fused estimate
24.2 ± 11.4
Independent share
0%
Shrink toward corpus
+5.4
Peer ceiling share
25%
Optimism haircut
None required · cross lab probe, 9 probes
Method
precision-weighted-v1
Channels fused into this model’s launch placement
ChannelEstimateShare
Publisher corpus prior · not independent
publisher-corpus-prior over 197 held-out anchors
40.1 ± 22.725%
Launch card against resolved peers · not independent
launch card against 3 resolved peers on 4 rows
18.7 ± 13.375%
  • · Launch card row gpqa: inside the resolved peer range
  • · Launch card row ifeval: claims above every resolved peer
  • · Launch card row mmlu-pro: inside the resolved peer range
  • · Launch card row mmlu: inside the resolved peer range
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
Evidence status
No admitted measured evidence
General preference
Coding
Agents & tools
Reasoning
Evidence breadth
0%
Evidence coverage
0%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
76.0
Surface (context / tools / modalities)
0.0
Freshness
6.0
  • · HF 30d downloads 6235
  • · Catalogue surface
  • · First seen 2024-09-09

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Experimental capability estimate

Estimate policy
26.6
8.4–44.8 uncertainty interval
Excluded from rank
Confidence
71%
Training support
202 models · 116 lineages
Out-of-domain check
in domain
Feature coverage
71%
Lineage-held-out error
10.1 MAE

Experimental estimate. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.

Deployment readiness

Metadata index
47.9
partial · 52% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
8.0
Evaluation provenance
0.0

Missing: artifactReproducibility.base-lineage, deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, evaluationProvenance.admitted-evaluation-observations, evaluationProvenance.capability-family-breadth, evaluationProvenance.evaluation-source-diversity, evaluationProvenance.identity-and-source-confidence, evaluationProvenance.evaluation-dataset-revisions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
11.7
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

No matched Arena rating

This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
76.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
6.0

Time since first public availability, on a six-month half-life.

Specification

Context window
tokens
Max output
Inputs
Text
Outputs
Text
Tokenizer
Cached input tokens
Not offered
First seen on OpenRouter
9 Sept 2024

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access
Open weights
Licence
mit
Pinned revision
dd4bcf7006df
Parameters
22.1B
Architecture
SolarForCausalLM
Model type
solar
Hugging Face downloads (30d)
6K
Downloads (all time)
410K
Likes
466
Repository updated
20 Sept 2024, 01:37 UTC

Compare solar pro preview instruct with

Pick any model

Alternatives to solar pro preview instruct, by the numbers

Ranked neighbours

Models within 3 places of #169 on the ModelCap Index.

Other ranked Upstage models

The same publisher's other current models with a public Index position.

solar pro preview instruct: common questions

How does solar pro preview instruct rank among AI models?

solar pro preview instruct holds ModelCap Index position #169 of 223 ranked language models as of 17 September 2026, with an Index score of 24.2 (interval 9.5–38.8); evidence: modeled · peer benchmarks. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does solar pro preview instruct cost per 1M tokens?

No live API price is listed for solar pro preview instruct in the current snapshot as of 17 September 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

Is solar pro preview instruct open-weight?

Open weights (mit). Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI. The repository is upstage/solar-pro-preview-instruct on Hugging Face.

Which benchmarks has solar pro preview instruct been evaluated on?

solar pro preview instruct's Index position rests on the evidence listed on this page; it has no result on the public boards ModelCap tracks as separate leaderboards as of 17 September 2026. The evidence panel names each source and its publication date.

How does solar pro preview instruct compare with gemma 3n E4B it?

solar pro preview instruct ranks #169 (Index 24.2) and gemma 3n E4B it ranks #170 (Index 23.9) on the ModelCap Index as of 17 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was solar pro preview instruct released?

solar pro preview instruct first appeared in the catalogue on 9 Sept 2024. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.