Capability
Unranked
field median 58.1
Not eligible for a public rank
Holo3-122B-A10B
Released Mar 31, 2026 — see all recent releases
Decision reading
Holo3-122B-A10B is tracked, but not publicly ranked yet. The profile exposes 1 sourced benchmark rows and leaves unsupported fields blank until a published record exists.
Data as of August 14, 2026 · How the score is built
Strongest published evidence
Agentic ranks #40. Particularly useful for coding agents, browser research, and computer-use workflows.
Validate before choosing
1 published rows leave some tracked benchmark slots empty. Independent runtime speed has not been measured.
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.
Price
$0.40input / $3 output
input median $1
blended $1.70
Speed
Not measured
field median 94 tok/s
Time to first token not measured
Context
64Ktokens
field median 200,000
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.
- Agentic1/1 verified
- CodingNot measured
- ReasoningNot measured
- KnowledgeNot measured
- MathNot measured
- MultilingualNot measured
- MultimodalNot measured
- 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
- 64K
- Maximum output
- Not sourced yet
- Knowledge cutoff
- Not sourced yet
- Input modalities
- Not sourced yet
- Output modalities
- Not sourced yet
- Parameters
- Not disclosed by the provider
- 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
- Weights are not published
- Rate limits
- Not tracked yet
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 | Score | Rank | Percentile | Weight | Benchmarks | Evidence |
|---|---|---|---|---|---|---|
| AgenticRank #40 of 130Percentile 70thWeight 22%1 benchmarkVerified | 53.5 | #40 of 130 | 70th | 22% | 1 benchmark | Verified |
| CodingWeight 20%0 benchmarksNot measured | Not measured | Not ranked | Not available | 20% | 0 benchmarks | Not measured |
| ReasoningWeight 17%0 benchmarksNot measured | Not measured | Not ranked | Not available | 17% | 0 benchmarks | Not measured |
| KnowledgeWeight 12%0 benchmarksNot measured | Not measured | Not ranked | Not available | 12% | 0 benchmarks | Not measured |
| MathWeight 5%0 benchmarksNot measured | Not measured | Not ranked | Not available | 5% | 0 benchmarks | Not measured |
| MultilingualWeight 7%0 benchmarksNot measured | Not measured | Not ranked | Not available | 7% | 0 benchmarks | Not measured |
| MultimodalWeight 12%0 benchmarksNot measured | Not measured | Not ranked | Not available | 12% | 0 benchmarks | Not measured |
| Inst. FollowingWeight 5%0 benchmarksNot measured | Not measured | Not ranked | Not available | 5% | 0 benchmarks | Not measured |
Benchmark ledger
Agentic 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.
Agentic1 row
| Benchmark | Score | Versus best verified row | Gap | Weight | Evidence |
|---|---|---|---|---|---|
| OSWorld-Verified | Score78.8% | Versus best verified row Best verified: Qwen3.8 Max · 86.1% | Gap7.3 behind | WeightWeighted 34% | Provider exact |
Lineage
The sequence follows explicit supersedes links. Scores and prices remain blank when the corresponding public row or first-party rate is unavailable.
Release date not sourced
Holo2-235B-A22BNot publicly ranked · Price not listed
Mar 31, 2026 · you are here
Holo3-122B-A10BNot publicly ranked · $0.4 / $3
122b-a10b
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 Holo3-122B-A10B, but the public leaderboard excludes this profile until enough non-generated benchmark coverage is available. Only published rows appear above.
Holo3-122B-A10B is a proprietary model with a 64K context window. No explicit reasoning mode is documented in this profile.
Official exact-value snapshot from H Company's March 31, 2026 Holo3 launch page. BenchLM currently maps the published OSWorld-Verified score; the rest of H Company's grounding and corporate benchmark suite remains outside the current core ranking schema.
Holo3-122B-A10B sits in the Holo3 family with Holo3-35B-A3B. Its explicit predecessor is Holo2-235B-A22B. 1 of 437 tracked benchmark slots currently have displayable evidence. Missing categories stay blank.
Its strongest eligible category is Agentic at #40. particularly useful for coding agents, browser research, and computer-use workflows.
Radar
Full release historyHolo3-122B-A10B release history
Holo3 released
H Company · Model release
Source confirmed
Frequently asked questions
How does Holo3-122B-A10B perform overall in AI benchmarks?
Holo3-122B-A10B has 1 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 Holo3-122B-A10B good for agentic tool use and computer tasks?
Holo3-122B-A10B ranks #40 out of 130 eligible models for agentic tool use and computer tasks, with a public category score of 53.5/100. Higher-ranked alternatives are available for workloads where this category decides the choice. Check the underlying rows before treating the aggregate as a workload guarantee.
Which sibling models are related to Holo3-122B-A10B?
Holo3-122B-A10B belongs to the Holo3 family. Related tracked variants include Holo3-35B-A3B. A sibling link indicates shared lineage or a documented configuration relationship; it does not mean the variants have identical pricing, context limits, benchmark evidence, or deployment behavior. Compare before switching.
Does Holo3-122B-A10B have full benchmark coverage on BenchLM?
No. Holo3-122B-A10B currently has 1 source-displayable rows across 437 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 Holo3-122B-A10B?
Holo3-122B-A10B has a reported context window of 64K 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.
Last updated August 14, 2026. Runtime fields remain blank until a sourced snapshot exists.
Watch Holo3-122B-A10B in the weekly brief
Get one weekly email when material rank, price, availability, or benchmark evidence changes are worth revisiting.
Read a sample issueJoin 2,000+ readers.