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ModelCap

OLMo 7B Instruct

Current board #2581 Arena configurationsOfficial publisher releaseOpen weights

Allen Institute·allenai/OLMo-7B-Instruct

OLMo 7B Instruct is ModelCap current-board rank #258 with Index 2.5 (Measured), from the ModelCap Index as of 22 Sept 2026, 22:37 UTC.

OLMo 7B Instruct weight access is open weights, from ModelCap classification of published repository metadata as of 22 Sept 2026, 22:37 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
2.5#258
Measured · 46% support · score interval 0.0–8.8
Evidence as of 13 Sept 2026, 14:00 UTC
Market Gravity
9.6
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.

Reasoning efforts

Best supported result can inform ModelCap

Published Max, X-High, High and other configurations for this model. These are sourced scores, not head-to-head essays.

Related community configurations

Human preference rating
ConfigurationRatingSource rankVotesSource
Default
olmo-7b-instruct
1073
CI 1062–1085
#3896KArena
Match 100%

Other versions (3)

ModelCap Index · Current board

Methodology
2.5
Measured · 1 public benchmark observation across 1 board
Current board
#258
Public rank basis
Measured (measured)
Index support
46.2% · moderate
Index interval
0.0–8.8
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
13 Sept 2026, 14:00 UTC
Identity binding
Exact catalogue product · allenai/allenai/OLMo-7B-Instruct · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata allenai/OLMo-7B-Instruct@5e3ff29c568c175562a78d726c1bd027a0bc6166 (not the evaluation revision)
Index observations used
1
Qualified Index evidence point
2.5
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
2.5
Evidence status
provisional · 58% mass
General preference
2.5
Coding
Agents & tools
Reasoning
Evidence breadth
80%
Evidence coverage
46%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
62.9
Surface (context / tools / modalities)
0.0
Freshness
2.8
  • · HF 30d downloads 1012
  • · Catalogue surface
  • · First seen 2024-02-23

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

BES evidence selected · measured input only

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.

Deployment readiness

Metadata index
54.8
partial · 70% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
8.0
Evaluation provenance
34.4

Missing: artifactReproducibility.base-lineage, deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, 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
9.6
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

Configuration results available

Arena has published current community results for Default. No default-configuration result is published, so the raw Arena field stays configuration-specific. The strongest supported result can still inform ModelCap Score with reduced confidence.

Current board through 13 Sept 2026, 14:00 UTC

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%
62.9

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

Freshness5%
2.8

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
23 Feb 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
apache-2.0
Pinned revision
5e3ff29c568c
Parameters
6.9B
Architecture
OLMoForCausalLM
Model type
hf_olmo
Hugging Face downloads (30d)
1K
Downloads (all time)
92K
Likes
53
Repository updated
15 Oct 2024, 21:04 UTC

Compare OLMo 7B Instruct with

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Alternatives to OLMo 7B Instruct, by the numbers

Ranked neighbours

Models within 3 places of #258 on the ModelCap Index.

Other ranked Allen Institute models

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

OLMo 7B Instruct: common questions

How does OLMo 7B Instruct rank among AI models?

OLMo 7B Instruct holds ModelCap Index position #258 of 260 ranked language models as of 22 September 2026, with an Index score of 2.5 (interval 0.0–8.8); evidence: measured. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does OLMo 7B Instruct cost per 1M tokens?

No live API price is listed for OLMo 7B Instruct in the current snapshot as of 22 September 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

Is OLMo 7B Instruct open-weight?

Open weights (apache-2.0). 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 allenai/OLMo-7B-Instruct on Hugging Face.

Which benchmarks has OLMo 7B Instruct been evaluated on?

OLMo 7B 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 22 September 2026. The evidence panel names each source and its publication date.

How does OLMo 7B Instruct compare with HyLo Llama 4MLA12GDN 64K SFT?

OLMo 7B Instruct ranks #258 (Index 2.5) and HyLo Llama 4MLA12GDN 64K SFT ranks #259 (Index 2.1) on the ModelCap Index as of 22 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was OLMo 7B Instruct released?

OLMo 7B Instruct first appeared in the catalogue on 23 Feb 2024. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.