# Spark-X2.6-4B vs Ternary Bonsai 4B

> Side-by-side benchmark comparison for Spark-X2.6-4B and Ternary Bonsai 4B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/spark-x2-6-4b-vs-ternary-bonsai-4b
- Last updated: October 20, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Spark-X2.6-4B and Ternary Bonsai 4B share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Spark-X2.6-4B has the larger published context window at 1M.

## Model Snapshot

| Property | Spark-X2.6-4B | Ternary Bonsai 4B |
|----------|----------|----------|
| Creator | SparkLLM | Prism ML |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 1M | 32K |
| Independent public score (not head-to-head) | 40.14 | null |
| Benchmarks Covered | 20 | 2 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Spark-X2.6-4B public-lane score: 33 (Estimated · #89/131)
- Ternary Bonsai 4B public-lane score: Coming soon

| Benchmark | Spark-X2.6-4B | Ternary Bonsai 4B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 71.8% | Coming soon | Coming soon |
| τ²-bench results | 86.9% | Coming soon | Coming soon |
| MCP Atlas | 62.4% | Coming soon | Coming soon |
| BrowseComp | 53.1% | Coming soon | Coming soon |
| HLE w/ tools | 36.9% | Coming soon | Coming soon |
| τ³-bench results | 34.7% | Coming soon | Coming soon |
| Claw-Eval | 69.9% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Spark-X2.6-4B public-lane score: 30.6 (Estimated · #95/152)
- Ternary Bonsai 4B public-lane score: Coming soon

| Benchmark | Spark-X2.6-4B | Ternary Bonsai 4B | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Pro | 54.3% | Coming soon | Coming soon |
| SWE-bench Verified | 62.8% | Coming soon | Coming soon |
| SWE Multilingual | 64.7% | Coming soon | Coming soon |
| SciCode | 36.8% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Spark-X2.6-4B public-lane score: 48.8 (Unranked · 2 rankable rows)
- Ternary Bonsai 4B public-lane score: Coming soon

| Benchmark | Spark-X2.6-4B | Ternary Bonsai 4B | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | 53.3% | Coming soon | Coming soon |
| MuSR | Coming soon | 45.1% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Spark-X2.6-4B public-lane score: 43 (Estimated · #109/187)
- Ternary Bonsai 4B public-lane score: Coming soon

| Benchmark | Spark-X2.6-4B | Ternary Bonsai 4B | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | 77.1% | Coming soon | Coming soon |
| HLE w/o tools | 17.9% | Coming soon | Coming soon |
| GPQA | 69.9% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Spark-X2.6-4B public-lane score: 78.2 (#62/149)
- Ternary Bonsai 4B public-lane score: Coming soon

| Benchmark | Spark-X2.6-4B | Ternary Bonsai 4B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 93.6% | 72.1% | Spark-X2.6-4B |
| IFBench | 75.8% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Spark-X2.6-4B public-lane score: 76.4 (Unranked · 3 rankable rows)
- Ternary Bonsai 4B public-lane score: Coming soon

| Benchmark | Spark-X2.6-4B | Ternary Bonsai 4B | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | 91.2% | Coming soon | Coming soon |
| HMMT Feb 2026 | 81.3% | Coming soon | Coming soon |
| IMOAnswerBench | 75.2% | Coming soon | Coming soon |

## FAQ

### Is there enough evidence to pick between Spark-X2.6-4B and Ternary Bonsai 4B?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [Spark-X2.6-4B vs Ternary Bonsai 1.7B](/compare/spark-x2-6-4b-vs-ternary-bonsai-1-7b)
- [Ternary Bonsai 4B vs Ternary Bonsai 1.7B](/compare/ternary-bonsai-1-7b-vs-ternary-bonsai-4b)
- [Spark-X2.6-4B vs Ternary Bonsai 8B](/compare/spark-x2-6-4b-vs-ternary-bonsai-8b)
- [Ternary Bonsai 4B vs Ternary Bonsai 8B](/compare/ternary-bonsai-4b-vs-ternary-bonsai-8b)

## Explore More

- [Spark-X2.6-4B profile](/models/spark-x2-6-4b)
- [Ternary Bonsai 4B profile](/models/ternary-bonsai-4b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)