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StepFun released on Sep 18, 2026 API access just released, no ECI yet

Step 5 Preview

Step 5 Preview (StepFun) was released on Sep 18, 2026. It has no ECI yet: the Epoch AI composite index comes out in a later round after launch, and until then the model holds no position in the ranking. On Arena, which measures human preference in blind comparisons, it has 1,508 ELO points (#44). Against models of the same generation, its best result is on SciCode: 58.9%, #12 of 75.

no rank in the ranking: the ECI is not out yet
pending ECI, the Epoch AI capability index
1,508 Arena ELO, human preference · #44
not measured LiveBench, overall average from 0 to 100
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What the tests say

Where Step 5 Preview stands out and where it falls behind, by the numbers

Step 5 Preview has published results on 4 tests compiled by Epoch AI. The yardstick here is its generation: its position among the models released between Dec 22, 2025 and Dec 17, 2026 that took the same test. Against the whole archive, which includes 2023 models, a recent release lands near the top of almost everything, and that says nothing.

Where it stands out

Tests where it sits in the top third of its own generation.

SciCode58.9%
#12 of 75 in its generation · #12 of 104 overall
CritPt20.9%
#21 of 77 in its generation, tied with 2 · #21 of 112 overall

Where it falls behind

Tests where it sits in the bottom half of its own generation.

ProofBench42.0%
#36 of 65 in its generation · record: 100.0% (Claude Fable 5.1)
See all 4 tests, one by one
TestScoreIn its generationOverallTest record
CritPt 20.9% #21 / 77 (tied with 2) #21 / 112 32.3% GPT-5.6 Sol
SciCode 58.9% #12 / 75 #12 / 104 66.9% Claude Opus 5.5
WebDev Arena 1,570 #25 / 68 #25 / 82 1,820 Claude Opus 5.5
ProofBench 42.0% #36 / 65 #36 / 74 100.0% Claude Fable 5.1

For each test, the model's best effort level counts, as in the ranking. Source of the scores: Epoch AI, under CC BY 4.0.

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Frequently asked questions

What people ask about Step 5 Preview

What is Step 5 Preview best at?

Against models of the same generation (released up to 9 months before and up to 3 months after it), the best relative results of Step 5 Preview are: SciCode (#12 of 75); CritPt (#21 of 77). The yardstick is its position among the models of that period that took the same test.

Where do the numbers on this page come from?

From the same three sources as the ranking, all openly licensed: Epoch AI (ECI and individual tests, CC BY 4.0), Arena (human-preference ELO, CC BY 4.0) and LiveBench (overall average, CC BY-SA 4.0). ROO3 does not measure any model. When the page shows a figure published by the maker itself, it appears in the written analysis, labeled as the maker's, and never enters the ranking.

Sources

Where each number comes from

Epoch AI, "AI Benchmarking Hub". Published at epoch.ai. Data under the CC BY 4.0 licence, reordered by roo3.co.

The Arena (LMArena) leaderboard, from the public lmarena-ai/leaderboard-dataset on Hugging Face, under the CC BY 4.0 licence. We are not affiliated with the Arena.

LiveBench, by the LiveBench team, published at livebench.ai under the CC BY-SA 4.0 license. The overall average is recomputed by roo3.co with the same formula as the website (average of the categories), and those numbers stay under CC BY-SA 4.0. We are not affiliated with LiveBench.

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