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Comparison of step-3.5-flash, Ideogram V4.5 Text to Image, Nemotron 3.5 Super VL
3 modelsUnknownstep-3.5-flashRemove ×ideogramIdeogram V4.5 Text to ImageRemove ×NVIDIANemotron 3.5 Super VLRemove ×
What’s different262.1K context · 65.5K max output · Tool calling · ReasoningGenerate high-quality images, posters, and logos with Ideogram 4.5, with accurate text rendering and low, medium, or high quality tiers.120B/12B-active Mamba-2 hybrid with a vision encoder; native speculative decoding and switchable thinking.
DateOct 16, 2026DiscoveredSep 30, 2026ReleasedOct 15, 2026Released
Listed rate$0.10 in / $0.30 out/ 1M tokensExperiential · all routes ↗Standard list rateSee provider quotesSee provider quotes
Provider endpoints1 endpoint →1 endpoint →0 endpoints →
AA Intelligence ↗4.3.2Not reportedNot reported26.49 ↗Effort not specifiedIndependent result
AA-Briefcase ↗1.1Not reportedNot reported998.76 ↗Effort not specifiedIndependent result
GDPval-AA ↗2.1Not reportedNot reported1,162.41 ↗Effort not specifiedIndependent result
AutomationBench-AA ↗AA Index 4.3.2 collectionNot reportedNot reported14.82% ↗Effort not specifiedIndependent result
Terminal-Bench 4.0 · AA ↗Not reportedNot reported0% ↗Effort not specifiedHarness unreportedIndependent result
SciCode ↗AA Index 4.3.2 collectionNot reportedNot reported47.8% ↗AA · Under reviewEffort not specifiedIndependent result
Humanity’s Last Exam ↗AA Index 4.3.2 collectionNot reportedNot reported30.72% ↗Effort not specifiedIndependent result
GDP.pdf ↗AA Index 4.3.2 collectionNot reportedNot reported8% ↗Effort not specifiedIndependent result
CritPt ↗AA Index 4.3.2 collectionNot reportedNot reported10.57% ↗AA · Under reviewEffort not specifiedIndependent result
AA-Omniscience ↗AA Index 4.3.2 collectionNot reportedNot reported-4.22 ↗Effort not specifiedIndependent result
AA-LCR ↗1.1Not reportedNot reported69% ↗Effort not specifiedIndependent result
AA Image ↗2.1Not reported1,015.07 ↗Text-to-image · all categories · quality=highIndependent result95% CI 1,000.07–1,030.07 · n=2,888Not reported
LiveBench ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reportedNot reported51.47% ↗Effort: max · single run · equal mean of 7 suitesIndependent result
LiveBench Design ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reportedNot reported60.7% ↗Effort: max · single runIndependent result
LiveBench Research ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reportedNot reported70.9% ↗Effort: max · single runIndependent result
LiveBench Browser Use ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reportedNot reported4% ↗Effort: max · single runIndependent result
LiveBench Coding ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reportedNot reported65.5% ↗Effort: max · single runIndependent result
LiveBench Agentic ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reportedNot reported15.8% ↗Effort: max · single runIndependent result
LiveBench Data Analysis ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reportedNot reported64.6% ↗Effort: max · single runIndependent result
LiveBench Reasoning ↗2.0 · 2026-10-14 (dataset 2026-09-02)Not reportedNot reported78.8% ↗Effort: max · single runIndependent result
Context window262.1K—1M
Max output65.5K——
Parameters——120B
Tool callingSupportedNot reportedNot reported
Image inputNot reportedNot reportedSupported
ReasoningSupportedNot reportedSupported
Open weightsNot reportedNot reportedSupported

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