Skip to content
ModelCap

ContextPilot 14B

Current board #113Official publisher releaseRestricted license7d #114 → #113

Tencent·tencent/ContextPilot-14B

ContextPilot 14B is ModelCap current-board rank #113 with Index 23.2 (Modeled · lineage), from the ModelCap Index as of 3 Sept 2026, 03:28 UTC.

ContextPilot 14B weight access is restricted license, from ModelCap classification of published repository metadata as of 3 Sept 2026, 03:28 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
23.2#113
Inherited · 8% support · score interval 23.2–62.1
No admitted evaluation publication timestamp yet
Market Gravity
12.4
Secondary market signal

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

Input
Free
per 1M tokens
Output
Free
per 1M tokens
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
23.2
Modeled · lineage · finetune · finetune
Current board
#113
Public rank basis
Modeled · lineage (lineage)
Index support
8.0% · weak
Index interval
23.2–62.1
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 · tencent/tencent/ContextPilot-14B · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata tencent/ContextPilot-14B@8eafd8356c5c5e713e92e623c8f1d346de6d0f95 (not the evaluation revision)
Index observations used
0
Qualified Index evidence point
48.7
Verified lineage
qwen/qwen3-14b · minus 1.2 ( finetune)
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)
Surface (context / tools / modalities)
0.0
Freshness
97.3
  • · Catalogue surface
  • · First seen 2026-08-27

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
23.6
4.3–42.9 uncertainty interval
Excluded from rank
Confidence
68%
Training support
217 models · 132 lineages
Out-of-domain check
in domain
Feature coverage
71%
Lineage-held-out error
11.3 MAE

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

Deployment readiness

Metadata index
45.9
partial · 51% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
67.5
Deployability
8.0
Evaluation provenance
0.0

Missing: accessLegalClarity.resolvable-license-terms, 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
12.4
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%
50.0

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

Freshness5%
97.3

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
27 Aug 2026

Capabilities

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

Weights & access

Restricted license. Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment.

Access
Restricted license
Licence
other
Pinned revision
8eafd8356c5c
Parameters
14.8B
Architecture
Qwen3ForCausalLM
Model type
qwen3
Hugging Face downloads (30d)
407
Downloads (all time)
407
Likes
16
Repository updated
31 Aug 2026, 01:37 UTC
Base lineage
Qwen/Qwen3-14B

Compare ContextPilot 14B with

Pick any model

Alternatives to ContextPilot 14B, by the numbers

Ranked neighbours

Models within 3 places of #113 on the ModelCap Index.

Other ranked Tencent models

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

ContextPilot 14B: common questions

How does ContextPilot 14B rank among AI models?

ContextPilot 14B holds ModelCap Index position #113 of 225 ranked language models as of 3 September 2026, with an Index score of 23.2 (interval 23.2–62.1); evidence: modeled · lineage. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does ContextPilot 14B cost per 1M tokens?

No live API price is listed for ContextPilot 14B in the current snapshot as of 3 September 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

Is ContextPilot 14B open-weight?

Restricted license (other). Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment. The repository is tencent/ContextPilot-14B on Hugging Face.

Which benchmarks has ContextPilot 14B been evaluated on?

ContextPilot 14B'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 3 September 2026. The evidence panel names each source and its publication date.

How does ContextPilot 14B compare with MathForm 8B?

ContextPilot 14B ranks #113 (Index 23.2) and MathForm 8B ranks #112 (Index 23.2) on the ModelCap Index as of 3 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was ContextPilot 14B released?

ContextPilot 14B first appeared in the catalogue on 27 Aug 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.