# GPT-6.1 Sol vs WizardLM-2 8x22B

> Neither GPT-6.1 Sol nor WizardLM-2 8x22B has enough public benchmark results to be ranked yet; the rows below show what has been published.

- Canonical page: https://noometry.com/compare/gpt-6-1-sol-vs-wizardlm-2-8x22b
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- WizardLM-2 8x22B is cheaper at $0.62 / $0.62 per million input/output tokens, against $2 / $10 for GPT-6.1 Sol.
- GPT-6.1 Sol accepts more context: 1.05M tokens versus 66K.
- WizardLM-2 8x22B has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-6.1 Sol | WizardLM-2 8x22B |
|---|---|---|
| Provider | OpenAI | Microsoft |
| Noometry Index | 42.1 | 30.7 |
| Rank | — | — |
| Context | 1.05M | 66K |
| Input $/M | $2 | $0.62 |
| Output $/M | $10 | $0.62 |
| Weights | Proprietary | Open |

## Coding

- GPT-6.1 Sol: 51.4
- WizardLM-2 8x22B: —

| Benchmark | GPT-6.1 Sol | WizardLM-2 8x22B |
|---|---|---|
| DeepSWE | 75.2% | — |

## Agentic & Tool Use

- GPT-6.1 Sol: 34.3
- WizardLM-2 8x22B: —

| Benchmark | GPT-6.1 Sol | WizardLM-2 8x22B |
|---|---|---|
| GDP.pdf | 32% | — |

## Math

- GPT-6.1 Sol: —
- WizardLM-2 8x22B: 26.8

| Benchmark | GPT-6.1 Sol | WizardLM-2 8x22B |
|---|---|---|
| MATH Level 5 | — | 25.7% |

## Knowledge

- GPT-6.1 Sol: —
- WizardLM-2 8x22B: 23.3

| Benchmark | GPT-6.1 Sol | WizardLM-2 8x22B |
|---|---|---|
| GPQA Diamond | — | 43.4% |

## FAQ

### Is GPT-6.1 Sol better than WizardLM-2 8x22B?

Neither GPT-6.1 Sol nor WizardLM-2 8x22B has enough public benchmark results to be ranked yet; the rows below show what has been published.

### Which is cheaper, GPT-6.1 Sol or WizardLM-2 8x22B?

WizardLM-2 8x22B is cheaper. It lists at $0.62 per million input tokens and $0.62 per million output tokens; GPT-6.1 Sol lists at $2 and $10.

### Which has the bigger context window?

GPT-6.1 Sol does, with 1.05M tokens against 66K.

### How many benchmarks do GPT-6.1 Sol and WizardLM-2 8x22B share?

0 benchmarks have published results for both models. GPT-6.1 Sol has 2 scored results on Noometry and WizardLM-2 8x22B has 2.