Skip to main content
Radar

Five or fewer confirmed AI changes, with original sources, on mornings when something changed.A free source-linked morning brief.

Start the free Radar Brief

Soofi S 30B-A3B

CurrentReleased Jul 10, 2026Open WeightNon-Reasoning1M context

Released Jul 10, 2026 see all recent releases

Decision reading
Soofi S 30B-A3B is tracked, but not publicly ranked yet. The profile exposes 8 sourced benchmark rows and leaves unsupported fields blank until a published record exists.

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

Strongest published evidence

Published rows are visible, but no category has enough eligible evidence for a comparative rank.

Validate before choosing

8 published rows leave some tracked benchmark slots empty. No comparable first-party API token rate is published.

Decision snapshot

Each value carries a field reference instead of floating alone. Markers compare this model with the current ranked and priced catalog; they are not absolute quality thresholds.

Capability

Unranked

field median 58.8

Not eligible for a public rank

Price

Self-hosted; infrastructure cost varies

input median $1

No comparable first-party hosted token rate

Speed

Not measured

field median 86 tok/s

Time to first token not measured

Context

1Mtokens

field median 256,000

Reported for this model; direct source link not stored

How much of this is verified

Coverage is split by category so a strong number never hides a thin evidence base. Verified means the row is tied to a published source; provisional rows remain visible but separate.

  1. AgenticNot measured
  2. Coding1/1 verified
  3. Reasoning2/2 verified
  4. Knowledge4/4 verified
  5. Math1/1 verified
  6. MultilingualNot measured
  7. MultimodalNot measured
  8. Inst. FollowingNot measured
Verified sourceProvisionalNot measured

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
1M
Maximum output
Not sourced yet
Knowledge cutoff
Not sourced yet
Input modalities
Not sourced yet
Output modalities
Not sourced yet
Parameters
Not sourced yet
Availability
Not sourced yet
Cloud regions
Not tracked yet
Lifecycle
Current
API capabilities
Tool calling, structured outputs, and batch support are not tracked yet
Prompt caching
Not documented in the pricing record
Self-host
Open weights available; hardware estimate not sourced
Rate limits
Not tracked yet

Deployment options

Self-host and provider-specific paths stay separate from benchmark evidence so operating constraints are visible before a score becomes the whole decision.

Published weights are available, but BenchLM does not yet have a sourced parameter and VRAM profile for this exact model. Hardware cost estimates stay unavailable until that sizing record is complete.

Estimate VRAM from known parameters

Category score record

Scores and ranks appear only where published evidence can be displayed. The table keeps the score, weight, cohort, and evidence state together.

Category scores, ranks, weighting, benchmark coverage, and evidence status
CategoryScore
AgenticWeight 22%0 benchmarksNot measuredNot measured
CodingWeight 20%1 benchmarkVerifiedScore pending
ReasoningWeight 17%2 benchmarksVerifiedScore pending
KnowledgeRank Not rankedWeight 12%4 benchmarksVerified42.6
MathWeight 5%1 benchmarkVerifiedScore pending
MultilingualWeight 7%0 benchmarksNot measuredNot measured
MultimodalWeight 12%0 benchmarksNot measuredNot measured
Inst. FollowingWeight 5%0 benchmarksNot measuredNot measured

Benchmark ledger

Coding opens by default. The marker compares each value with the best source-verified result in the catalog; provisional leaders do not set the reference. Expand the remaining categories for every published row.

Coding1 row
Coding benchmark values, best verified comparison, weight, and source status
HumanEvalEvaluating Large Language Models Trained on CodeScore73.8%Versus best verified row

Best verified: Soofi S 30B-A3B · 73.8%

GapBest verifiedWeightDisplay only
Reasoning2 rows
Reasoning benchmark values, best verified comparison, weight, and source status
BBHBIG-Bench HardScore78.8%Versus best verified row

Best verified: Soofi S 30B-A3B · 78.8%

GapBest verifiedWeightDisplay only
DROPDiscrete Reasoning Over ParagraphsScore66.5%Versus best verified row

Best verified: Celeris-1 · 81.4%

Gap14.9 behindWeightDisplay only
Knowledge4 rows
Knowledge benchmark values, best verified comparison, weight, and source status
MMLU-ProMassive Multitask Language Understanding ProfessionalScore51.4%Versus best verified row

Best verified: Qwen3.7 Max · 89.6%

Gap38.2 behindWeightWeighted 30%
GPQAGraduate-Level Google-Proof Q&AScore43.4%Versus best verified row

Best verified: Sakana Fugu-Ultra · 95.5%

Gap52.1 behindWeightWeighted 7%
GPQA-DGPQA DiamondScore43.4%Versus best verified row

Best verified: Sakana Fugu-Ultra · 95.5%

Gap52.1 behindWeightDisplay only
AGIEvalScore66.9%Versus best verified row

Best verified: Soofi S 30B-A3B · 66.9%

GapBest verifiedWeightDisplay only
Math1 row
Math benchmark values, best verified comparison, weight, and source status
GSM8KGrade School Math 8KScore86.1%Versus best verified row

Best verified: Celeris-1 · 93.7%

Gap7.6 behindWeightDisplay only

Lineage

The sequence follows explicit supersedes links. Scores and prices remain blank when the corresponding public row or first-party rate is unavailable.

  1. Jul 10, 2026 · you are here

    Soofi S 30B-A3B

    Not publicly ranked · Price not listed

Base entry

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 Soofi S 30B-A3B, but the public leaderboard excludes this profile until enough non-generated benchmark coverage is available. Only published rows appear above.

Soofi S 30B-A3B is a open weight model with a 1M context window. No explicit reasoning mode is documented in this profile.

Official exact-value base-model snapshot from the Soofi S pretraining report and project page. The report evaluates the selected iter_1056000 base checkpoint with a common lm-evaluation-harness setup. BenchLM maps MMLU-Pro, GPQA-Diamond, AGIEval, HumanEval, GSM8K, BBH, and DROP; MMLU-STEM, German variants, MBPP/LBPP, Minerva, aggregate suites, and other currently unsupported tasks remain out of schema. The model has 31.6B total and 3.2B active parameters, Apache-2.0 weights, and context up to 1M tokens.

8 of 408 tracked benchmark slots currently have displayable evidence. Missing categories stay blank.

Radar

Soofi S 30B-A3B release history

Full release history

Radar confirmed these at the source. Start the free Radar Brief

Frequently asked questions

How does Soofi S 30B-A3B perform overall in AI benchmarks?

Soofi S 30B-A3B has 8 source-displayable benchmark rows, but it does not qualify for a public overall rank. The available rows remain visible by category without being converted into a site-wide score. Missing evidence stays blank instead of being estimated from an earlier model.

Is Soofi S 30B-A3B good for knowledge and understanding?

Soofi S 30B-A3B has source-displayable benchmark coverage for knowledge and understanding, but the public category table does not assign it a rank there. The individual rows remain available for inspection. A missing category position means the evidence threshold was not met; it does not convert the model's unmeasured work into a zero.

Is Soofi S 30B-A3B good for coding and programming?

Soofi S 30B-A3B has source-displayable benchmark coverage for coding and programming, but the public category table does not assign it a rank there. The individual rows remain available for inspection. A missing category position means the evidence threshold was not met; it does not convert the model's unmeasured work into a zero.

Is Soofi S 30B-A3B good for mathematics?

Soofi S 30B-A3B has source-displayable benchmark coverage for mathematics, but the public category table does not assign it a rank there. The individual rows remain available for inspection. A missing category position means the evidence threshold was not met; it does not convert the model's unmeasured work into a zero.

Is Soofi S 30B-A3B good for reasoning and logic?

Soofi S 30B-A3B has source-displayable benchmark coverage for reasoning and logic, but the public category table does not assign it a rank there. The individual rows remain available for inspection. A missing category position means the evidence threshold was not met; it does not convert the model's unmeasured work into a zero.

Is Soofi S 30B-A3B open source?

Soofi S 30B-A3B is an open-weight model from Soofi Project. Its weights can be downloaded for local or hosted deployment, subject to the published license. Open weight does not automatically mean open source: training data and training code may remain private, and commercial restrictions can still apply.

Does Soofi S 30B-A3B have full benchmark coverage on BenchLM?

No. Soofi S 30B-A3B currently has 8 source-displayable rows across 408 tracked benchmark slots. The profile exposes published, non-generated evidence and leaves missing categories blank until an exact evaluation is available. Coverage describes how much was measured; it is not a penalty added to an individual benchmark result.

What is the context window size of Soofi S 30B-A3B?

Soofi S 30B-A3B has a reported context window of 1M 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.

Compare Soofi S 30B-A3B with every tracked model399 comparisons

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

Watch Soofi S 30B-A3B in the weekly brief

Get one weekly email when material rank, price, availability, or benchmark evidence changes are worth revisiting.

Read a sample issue

Join 2,000+ readers.