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Model comparison

Interfaze Beta vs Ornith-1.0-397B

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use BenchLM's provisional ranking lane.

Benchmark data for one or both models is coming soon. This page currently shows metadata and pricing where BenchLM has it, and score-level comparisons will populate as public benchmark results land.
63/100
Margin
10.0pts
winning →
DeepReinforce AI
73/100
0 category wins0 category wins

Evidence parity. Interfaze Beta and Ornith-1.0-397B share 0 comparable benchmark results. 0 of 8 categories are comparable. 10 results are unique to Interfaze Beta; 7 to Ornith-1.0-397B.

Updated July 14, 2026
Shared results
0
Interfaze Beta only
10
Ornith-1.0-397B only
7
Comparable categories
0 / 8

Benchmark data for Interfaze Beta and Ornith-1.0-397B 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 has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

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 Ornith-1.0-397B. Interfaze Beta has the larger context window at 1M, compared with 256K for Ornith-1.0-397B.

Operational comparison

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

MetricInterfaze BetaOrnith-1.0-397BComparison
Input / output priceUSD per 1M tokensInterfaze Beta$1.5 input / $3.5 outputOrnith-1.0-397B$0 input / $0 outputOrnith-1.0-397B has the lower combined listed price.
Generation speedtokens per secondInterfaze BetaNot availableOrnith-1.0-397BNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenInterfaze BetaNot availableOrnith-1.0-397BNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensInterfaze Beta1MOrnith-1.0-397B256KInterfaze Beta lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkInterfaze BetaOrnith-1.0-397BResult
Terminal-Bench 2.0Source 77.5%Not comparable
Claw-EvalSource 77.1%Not comparable
Coding
BenchmarkInterfaze BetaOrnith-1.0-397BResult
Spider 2.0-LiteSource 52.9%Not comparable
SWE-bench VerifiedSource 82.4%Not comparable
SWE-bench ProSource 62.2%Not comparable
SWE MultilingualSource 78.9%Not comparable
NL2RepoSource 48.2%Not comparable
Terminal-Bench 2.0Source 77.5%Not comparable
Knowledge
BenchmarkInterfaze BetaOrnith-1.0-397BResult
GPQASource 89.9%Not comparable
GPQA-DSource 89.9%Not comparable
MMMLUSource 90.9%Not comparable
Multimodal
BenchmarkInterfaze BetaOrnith-1.0-397BResult
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
BenchmarkInterfaze BetaOrnith-1.0-397BResult
SOB Value AccSource 79.5%Not comparable
Frequently Asked Questions (3)

Can I compare Interfaze Beta and Ornith-1.0-397B 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 Interfaze Beta and Ornith-1.0-397B today?

Interfaze Beta: $1.50 input / $3.50 output per 1M tokens Ornith-1.0-397B: $0.00 input / $0.00 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 14, 2026

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