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ModelCap

Qwen3 Coder Next

Open weights

Qwen·qwen/qwen3-coder-next

Qwen3 Coder Next is a language model published by Qwen. 5 OpenRouter endpoints are published in the latest snapshot. It accepts text input and returns text. The published context limit is 262K tokens. The catalogue declares support for tool use, structured outputs.

ModelCap Index · Current board
Not scored · 0% support · score interval not available
Market Gravity
39.3
Secondary market signal
Input
$0.12
per 1M tokens
Output
$0.80
per 1M tokens
Context
262K
tokens
Providers
5
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
Parasailbf16Cheapest$0.12$0.80262Kbf1699.86%
Ionstreamfp8$0.16$0.80262Kfp896.88%
StreamLake$0.18$0.90256K100.0%
Novitafp8$0.20$1.50262Kfp8
Alibaba$0.30$1.50262K

Hugging Face Inference Providers

Exact repository identity

Provider economics and telemetry published by the Hugging Face Router. These are operational signals, not benchmark results.

ProviderInputOutputContextTTFTThroughputFeatures
novita
live
$0.20$1.50262K1290 ms117.9 tok/stools
featherless-ai
live

Reported evaluation leads (3)

Excluded from score

Structured rows reported in this exact model repository at the pinned revision below. They are useful research leads, but remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.

Dataset / taskMetricValueRevisionProvenance
harborframework/terminal-bench-2.0
terminalbench_2
36.2
Unpinned
not published
Reported
Quarantined
ScaleAI/SWE-bench_Pro
SWE_Bench_Pro
44.3
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Verified
swe_bench_%_resolved
70.6
Unpinned
not published
Reported
Quarantined

ModelCap Index · Current board

Methodology
Not scored · excessive distance
Public rank basis
Not scored (abstained)
Index support
0.0% · not applicable
Index interval
Not available
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Identity binding
Exact catalogue product · qwen/qwen/qwen3-coder-next · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata Qwen/Qwen3-Coder-Next@a7fbcb5c0e12d62a448eaa0e260346bf5dcc0feb (not the evaluation revision)
Direct benchmark observations
0
Architecture fallback
abstained · 0% coverage · 0 anchors
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)
19.5
Liquidity (providers × uptime)
70.3
Open reach (HF downloads)
56.6
Surface (context / tools / modalities)
50.3
Freshness
49.5
  • · OpenRouter popularity #98
  • · 5 live providers
  • · HF 30d downloads 528546
  • · Catalogue: context 262144, tools
  • · First seen 2026-02-04

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
55.9
40.3–71.5 uncertainty interval
Excluded from rank
Confidence
74%
Training support
156 models · 94 lineages
Out-of-domain check
in domain
Feature coverage
100%
Lineage-held-out error
9.1 MAE

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

Deployment readiness

Metadata index
74.7
partial · 76% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
97.2
Evaluation provenance
0.0

Missing: artifactReproducibility.base-lineage, 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
39.3
OpenRouter weekly popularity
#98 of 298

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

Awaiting evaluation

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%
19.5

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
70.3

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

Open reach15%
56.6

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

Freshness5%
49.5

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

Specification

Context window
262K tokens
Max output
262K tokens
Inputs
Text
Outputs
Text
Tokenizer
Qwen
Cached input tokens
$0.07 / 1M
First seen on OpenRouter
4 Feb 2026

Capabilities

  • Not supported: Reasoning
  • Supported: Tool use
  • Supported: Structured output
  • 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
a7fbcb5c0e12
Parameters
79.7B
Architecture
Qwen3NextForCausalLM
Model type
qwen3_next
Hugging Face downloads (30d)
529K
Downloads (all time)
6.0M
Likes
2K
Repository updated
3 Feb 2026, 16:16 UTC