# Ember-1 vs GLM-4.7

> Side-by-side benchmark comparison for Ember-1 and GLM-4.7 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/ember-1-vs-glm-4-7
- Last updated: September 28, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Evidence is too thin for a benchmark verdict: Ember-1 and GLM-4.7 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.
- GLM-4.7 has the lower published output-token price.
- Ember-1 has the larger published context window at 1.04M.

## Model Snapshot

| Property | Ember-1 | GLM-4.7 |
|----------|----------|----------|
| Creator | Fireworks | Z.AI |
| Type | Proprietary | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 1.04M | 200K |
| Independent public score (not head-to-head) | null | 49.19 |
| Benchmarks Covered | 5 | 17 |
| Pricing (input/output) | $3.00 / $15.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- GLM-4.7 public-lane score: 27.4 (Estimated · #88/117)

| Benchmark | Ember-1 | GLM-4.7 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 82.0% | Coming soon | Coming soon |
| τ²-bench Airline | 66.0% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 41% | Coming soon |
| BrowseComp | Coming soon | 52% | Coming soon |
| VITA-Bench | Coming soon | 15.5% | Coming soon |
| Gert Labs | Coming soon | 39.95% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- GLM-4.7 public-lane score: 39.4 (Supported · #62/142)

| Benchmark | Ember-1 | GLM-4.7 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 82.0% | Coming soon | Coming soon |
| SWE-bench Verified | 92.2% | 73.8% | Ember-1 |
| DeepSWE | 75.2% | Coming soon | Coming soon |
| LiveCodeBench | Coming soon | 84.9% | Coming soon |
| SWE-Rebench | Coming soon | 58.7% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 82.2% | Coming soon |
| SWE-bench (Vals) | Coming soon | 69.4% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- GLM-4.7 public-lane score: 71.1 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- GLM-4.7 public-lane score: 40.7 (Supported · #97/168)

| Benchmark | Ember-1 | GLM-4.7 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | Coming soon | 85.7% | Coming soon |
| MMLU-Pro | Coming soon | 84.3% | Coming soon |
| HLE | Coming soon | 24.8% | Coming soon |
| GPQA Diamond (Vals) | Coming soon | 80.1% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 82.7% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- GLM-4.7 public-lane score: 81.4 (#51/124)

### Mathematics

- Winner: Insufficient shared evidence
- Ember-1 public-lane score: Coming soon
- GLM-4.7 public-lane score: 25.8 (Unranked · 2 rankable rows)

| Benchmark | Ember-1 | GLM-4.7 | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | Coming soon | 95.7% | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 2.439% | Coming soon |
| FrontierMath v2 (Tier 4) | Coming soon | 0.000% | Coming soon |

## FAQ

### Is there enough evidence to pick between Ember-1 and GLM-4.7?

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

- [Ember-1 vs GPT-6 Astra](/compare/ember-1-vs-gpt-6-astra)
- [GLM-4.7 vs GPT-6 Astra](/compare/glm-4-7-vs-gpt-6-astra)
- [Ember-1 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-ember-1)
- [GLM-4.7 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-glm-4-7)

## Explore More

- [Ember-1 profile](/models/ember-1)
- [GLM-4.7 profile](/models/glm-4-7)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)