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Model comparison

Holo3.1-35B-A3B-FP8 vs Interfaze Beta

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
N/A
No comparison
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0 category wins0 category wins

Evidence parity. Holo3.1-35B-A3B-FP8 and Interfaze Beta share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Holo3.1-35B-A3B-FP8; 10 to Interfaze Beta.

Updated July 21, 2026
Shared results
0
Holo3.1-35B-A3B-FP8 only
0
Interfaze Beta only
10
Comparable categories
0 / 8

Benchmark data for Holo3.1-35B-A3B-FP8 and Interfaze Beta is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM does not have sourced benchmark coverage for Holo3.1-35B-A3B-FP8 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Interfaze Beta is priced at $1.50 input / $3.50 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Holo3.1-35B-A3B-FP8. Interfaze Beta has the larger context window at 1M, compared with 262K for Holo3.1-35B-A3B-FP8.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricHolo3.1-35B-A3B-FP8Interfaze BetaComparison
Input / output priceUSD per 1M tokensHolo3.1-35B-A3B-FP8$0 input / $0 outputInterfaze Beta$1.5 input / $3.5 outputHolo3.1-35B-A3B-FP8 has the lower combined listed price.
Generation speedtokens per secondHolo3.1-35B-A3B-FP8Not availableInterfaze BetaNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenHolo3.1-35B-A3B-FP8Not availableInterfaze BetaNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensHolo3.1-35B-A3B-FP8262KInterfaze Beta1MInterfaze Beta lists the larger context window.

Benchmark Deep Dive

Coding
BenchmarkHolo3.1-35B-A3B-FP8Interfaze BetaResult
Spider 2.0-LiteSource 52.9%Not comparable
Knowledge
BenchmarkHolo3.1-35B-A3B-FP8Interfaze BetaResult
GPQASource 89.9%Not comparable
GPQA-DSource 89.9%Not comparable
MMMLUSource 90.9%Not comparable
Multimodal
BenchmarkHolo3.1-35B-A3B-FP8Interfaze BetaResult
OCRBench V2Source 70.7%Not comparable
olmOCRSource 85.7%Not comparable
RefCOCO (avg)Source 82.1%Not comparable
VoxPopuli WERSource 2.4%Not comparable
MMMU-ProSource 71.1%Not comparable
Inst. Following
BenchmarkHolo3.1-35B-A3B-FP8Interfaze BetaResult
SOB Value AccSource 79.5%Not comparable
Frequently Asked Questions (3)

Can I compare Holo3.1-35B-A3B-FP8 and Interfaze Beta on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Holo3.1-35B-A3B-FP8 and Interfaze Beta today?

Holo3.1-35B-A3B-FP8: $0.00 input / $0.00 output per 1M tokens Interfaze Beta: $1.50 input / $3.50 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 21, 2026

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