PaddleOCR VL 1.5 vs Muse Spark 1.1
At a Glance
| Compare |  PaddleOCR VL 1.5Baidu |  Muse Spark 1.1Meta |
|---|---|---|
| Pricing and Limits | ||
| Context windowMaximum documented tokens | 131K | 1,000K |
| Model facts checked | Aug 28, 2026View model evidence → | Sep 3, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | PaddleOCR-VL-1.5 | Muse Spark 1.1 |
|---|---|---|
| Developer | Baidu | Meta |
| Family | Paddleocr VL 1 5 | Muse Spark |
| Model | PaddleOCR-VL-1.5 | Muse Spark 1.1 |
| Version | PaddleOCR-VL-1.5 | Muse Spark 1.1 |
| Lifecycle | active | preview |
| Released | 2026-01-29 | 2026-07-09 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image | Text, Image, Video, Audio |
| Output modalities | Text | Text |
| Context window | 131K | 1,000K |
| Total parameters | 958.6M | Unknown |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | Unknown |
| Open weights | Yes | No |
| API available | Unknown | Yes |
| Self-hostable | Yes | No |
| Provider access | Unknown | Unknown |
| Capabilities | chat, generation | chat, computer-use, generation, reasoning, research, structured_outputs, tools |
PaddleOCR VL 1.5 Capabilities
Muse Spark 1.1 Capabilities
Related Comparisons
All image comparisons →| A | Pair | B | Context |
|---|---|---|---|
PaddleOCR-VL-1.5Baidu | vs |  GPT-6 AstraOpenAI | cross-developer peersimage, text |
PaddleOCR-VL-1.5Baidu | vs | Claude Fable 5.1Anthropic | cross-developer peersimage, text |
PaddleOCR-VL-1.5Baidu | vs |  Gemini 3.1 ProGoogle DeepMind | cross-developer peerstext |
PaddleOCR-VL-1.5Baidu | vs |  DeepSeek-V4.1-FlashDeepSeek | cross-developer peersimage, text |
PaddleOCR-VL-1.5Baidu | vs | Grok 4.6xAI | cross-developer peersimage, text |
PaddleOCR-VL-1.5Baidu | vs |  Qwen3.8-MaxQwen | cross-developer peersimage, text |
PaddleOCR-VL-1.5Baidu | vs |  Kimi-K3Moonshot AI | cross-developer peersimage, text |
 MiniMax-M3MiniMax | vs | PaddleOCR-VL-1.5Baidu | cross-developer peersimage, text |
PaddleOCR-VL-1.5Baidu | vs |  GLM-5.3Z.ai | cross-developer peerstext |
PaddleOCR-VL-1.5Baidu | vs |  Hy4 previewTencent | cross-developer peerstext |
PaddleOCR-VL-1.5Baidu | vs | Seed 2.1 ProByteDance Seed | cross-developer peersimage, text |
PaddleOCR-VL-1.5Baidu | vs |  Mistral Large 3Mistral AI | cross-developer peersimage, text |
Primary Evidence
Sources and Freshness
Questions
PaddleOCR VL 1.5 vs Muse Spark 1.1 FAQs
Is PaddleOCR VL 1.5 or Muse Spark 1.1 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both PaddleOCR VL 1.5 and Muse Spark 1.1, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, PaddleOCR VL 1.5 or Muse Spark 1.1?+
Neither model has a directly sourced input price in this comparison. Neither model has a directly sourced output price in this comparison.
Which has a larger context window, PaddleOCR VL 1.5 or Muse Spark 1.1?+
Muse Spark 1.1 has the larger sourced context window. PaddleOCR VL 1.5 supports 131K and Muse Spark 1.1 supports 1,000K.
Which performs better in benchmarks, PaddleOCR VL 1.5 or Muse Spark 1.1?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can PaddleOCR VL 1.5 or Muse Spark 1.1 be self-hosted?+
PaddleOCR VL 1.5 is the only model in this pair currently marked as self-hostable. PaddleOCR VL 1.5 is open weight; Muse Spark 1.1 is not marked open weight.
Can PaddleOCR VL 1.5 and Muse Spark 1.1 understand images?+
PaddleOCR VL 1.5 is documented with image input; Muse Spark 1.1 is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, PaddleOCR VL 1.5 or Muse Spark 1.1?+
Neither has a larger sourced maximum output. PaddleOCR VL 1.5 is — and Muse Spark 1.1 is —.
Do PaddleOCR VL 1.5 and Muse Spark 1.1 support reasoning and tool use?+
PaddleOCR VL 1.5: image input. Muse Spark 1.1: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, PaddleOCR VL 1.5 or Muse Spark 1.1?+
PaddleOCR VL 1.5 has 0 sourced provider routes; Muse Spark 1.1 has 0, a tie.
Which offers better value, PaddleOCR VL 1.5 or Muse Spark 1.1?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.