Data as of October 29, 2026 · How the score is built
Pokee-Isaac 28B
Decision readingPokee-Isaac 28B is tracked, but not publicly ranked yet. The profile exposes 7 sourced benchmark rows and leaves unsupported fields blank until a published record exists.
Released Aug 3, 2026 — see all recent releases
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.
Capability
Unranked
field median 50.5Not eligible for a public rank
Price
$0.15input / $1 output
input median $0.75blended $0.57
Speed
Not measured
field median 92 tok/sTime to first token not measured
Context
10Mtokens
field median 256,000Maximum output length is tracked separately
Strongest published evidence
Published rows are visible, but no category has enough eligible evidence for a comparative rank.
Validate before choosing
7 published rows leave some tracked benchmark slots empty. Independent runtime speed has not been measured.
Source-linked · 7 displayable benchmark rows
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 |
|---|---|---|---|---|---|---|
| AgenticWeight 22%5 benchmarksVerified | Score pending | 5 benchmarks | Verified | |||
| CodingWeight 20%1 benchmarkVerified | Score pending | 1 benchmark | Verified | |||
| ReasoningRank Not rankedWeight 17%1 benchmarkVerified | 57.0 | 1 benchmark | Verified | |||
| MultimodalWeight 12%0 benchmarksNot measured | Not measured | 0 benchmarks | Not measured | |||
| KnowledgeWeight 12%0 benchmarksNot measured | Not measured | 0 benchmarks | Not measured | |||
| MultilingualWeight 7%0 benchmarksNot measured | Not measured | 0 benchmarks | Not measured | |||
| Inst. FollowingWeight 5%0 benchmarksNot measured | Not measured | 0 benchmarks | Not measured | |||
| MathWeight 5%0 benchmarksNot measured | Not measured | 0 benchmarks | Not measured |
7 of 782 tracked benchmark slots have displayable evidence · bars run 0–100
Coverage detailsHow 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.
- Agentic5/5 verified
- Coding1/1 verified
- Reasoning1/1 verified
- MultimodalNot measured
- KnowledgeNot measured
- MultilingualNot measured
- Inst. FollowingNot measured
- MathNot measured
Benchmark ledger
Coding 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.
Coding1 row
| Benchmark | Score | Versus best verified row | Gap | Weight | Evidence |
|---|---|---|---|---|---|
| Terminal-Bench 2.1 | Score65.1% | Versus best verified row Best verified: SWE-2 · 92.8% | Gap27.7 behind | WeightScored in Agentic | Provider exact |
Agentic5 rows
| Benchmark | Score | Versus best verified row | Gap | Weight | Evidence |
|---|---|---|---|---|---|
| Terminal-Bench 2.1 | Score65.1% | Versus best verified row Best verified: SWE-2 · 92.8% | Gap27.7 behind | Weight8% ref. weight | Provider exact |
| BFCL v4Berkeley Function Calling Leaderboard v4 | Score70.9% | Versus best verified row Best verified: BTL-3 · 88.5% | Gap17.6 behind | Weight3% ref. weight | Provider exact |
| τ³-bench resultsτ³-Bench Tool-Agent-User Evaluation | Score66.2% | Versus best verified row Best verified: Mercury 2.5 · 96.0% | Gap29.8 behind | Weight2% ref. weight | Provider exact |
| MCP-Atlas claim coverageMCP-Atlas mean claim coverage | Score74.6% | Versus best verified row Best verified: Claude Opus 5 · 89.1% | Gap14.5 behind | WeightDisplay only | Provider exact |
| PinchBench | Score95.7% | Versus best verified row Best verified: Pokee-Isaac 28B · 95.7% | GapBest verified | WeightDisplay only | Provider exact |
Reasoning1 row
| Benchmark | Score | Versus best verified row | Gap | Weight | Evidence |
|---|---|---|---|---|---|
| MRCRv2 | Score60.7% | Versus best verified row Best verified: Sakana Fugu-Ultra · 93.6% | Gap32.9 behind | WeightWeighted 20% | Provider exact |
Bars run 0–100; the dark tick marks the best source-verified value
All 7 rowsLineage
The sequence follows explicit supersedes links. Each score is estimated for that model; a relative can inform a sparse estimate but never sets a floor, so a newer release can score below an earlier one. Scores and prices remain blank when the corresponding public row or first-party rate is unavailable.
Base entry
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
- pokee-isaacPokee-Isaac 28B model page
- Context window
- 10MPokee-Isaac 28B model page
- 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
- Pokee serves the proprietary pokee-isaac API model through its OpenAI-compatible Developer API and offers managed, customer-VPC, on-premises, and on-device deployment paths. Pokee has not published the Isaac weights; its terms identify Pokee Isaac as proprietary.
- 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 recordPokee-Isaac 28B model page
- Self-host
- Weights are not published
- Rate limits
- Not tracked yet
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 Pokee-Isaac 28B, but the public leaderboard excludes this profile until enough non-generated benchmark coverage is available. Only published rows appear above.
Pokee-Isaac 28B is a proprietary model with a 10M context window. It uses an explicit reasoning mode, which can improve complex problem solving while adding latency and token use.
Pokee serves the proprietary pokee-isaac API model through its OpenAI-compatible Developer API and offers managed, customer-VPC, on-premises, and on-device deployment paths. Pokee has not published the Isaac weights; its terms identify Pokee Isaac as proprietary.
Official exact-value snapshot from Pokee AI's August 3, 2026 Pokee-Isaac 28B v0 model page and technical report. BenchLM maps the report's 256K MRCR v2 8-needle result, BFCL v4 overall, four-domain Tau3 text-track average, MCP-Atlas mean claim coverage, Terminal-Bench 2.1 text-only subset, and PinchBench completed-task score to existing exact keys. RULER length sweeps, the remaining MRCR length bins, BFCL component rows, Tau3 domain rows, MCP-Atlas pass counts and turn counts, DTAP security rates, and hardware throughput stay outside the scored fields rather than being collapsed into non-equivalent metrics. Pokee reports a text-only 28B model with a 10M-token context window; some weights were fine-tuned from Qwen3.6-27B, but Isaac itself remains proprietary.
7 of 782 tracked benchmark slots currently have displayable evidence. Missing categories stay blank.
Last updated October 29, 2026. Runtime fields remain blank until a sourced snapshot exists.
Questions
How does Pokee-Isaac 28B perform overall in AI benchmarks?
Pokee-Isaac 28B has 7 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 Pokee-Isaac 28B good for coding and programming?
Pokee-Isaac 28B has source-displayable benchmark coverage for coding and programming, but the public category table does not assign it a rank there. The individual rows remain available for inspection. A missing category position means the evidence threshold was not met; it does not convert the model's unmeasured work into a zero.
Is Pokee-Isaac 28B good for reasoning and logic?
Pokee-Isaac 28B has source-displayable benchmark coverage for reasoning and logic, but the public category table does not assign it a rank there. The individual rows remain available for inspection. A missing category position means the evidence threshold was not met; it does not convert the model's unmeasured work into a zero.
Is Pokee-Isaac 28B good for agentic tool use and computer tasks?
Pokee-Isaac 28B has source-displayable benchmark coverage for agentic tool use and computer tasks, but the public category table does not assign it a rank there. The individual rows remain available for inspection. A missing category position means the evidence threshold was not met; it does not convert the model's unmeasured work into a zero.
Does Pokee-Isaac 28B have full benchmark coverage on BenchLM?
No. Pokee-Isaac 28B currently has 7 source-displayable rows. 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 Pokee-Isaac 28B?
Pokee-Isaac 28B has a documented context window of 10M. That figure is the maximum combined prompt and retained-conversation space reported for this exact model; it is not the maximum output length. The profile keeps output limits separate because providers often publish those limits independently.