Atlas Cloud vs MachGen: Which Video API Reseller Is Cheaper?
Atlas Cloud and MachGen are both third-party resellers rather than model creators — neither owns Seedance, Wan, or MiniMax H3, they each run their own hosting infrastructure against the same released weights. That makes a direct comparison between them a cleaner test of "which reseller has the better cost structure" than comparing either against a model creator's own first-party rate.
Shared models, priced side by side
| Model (tier) | Atlas Cloud | MachGen | Cheaper by |
|---|---|---|---|
| Seedance 2.5 (480p) | $0.1397/sec | $0.0850/sec | MachGen, 39% |
| Seedance 2.0 (480p) | $0.0900/sec | $0.0600/sec | MachGen, 33% |
| Wan 3.0 (480p) | $0.0400/sec | $0.0410/sec | Atlas Cloud, 2% |
| MiniMax H3 (768p) | $0.0800/sec | $0.0400/sec | MachGen, 50% |
MachGen wins three of four comparisons here, two of them by a wide margin (33-50%). Wan 3.0 is close enough to a tie (2%, within rounding of a live-updated rate) that it doesn't meaningfully move the overall picture. If your workload spans multiple of these models, MachGen is the stronger default based on this specific set — but "based on this specific set" is doing real work in that sentence, because the actual answer is still per-model, not per-platform.
Why MachGen wins more often here
Across every comparison in this series so far — Seedance, Wan 3.0, and MiniMax H3 individually — MachGen has consistently priced at or near the bottom of its respective market. That's a strong enough pattern across three independent model families to treat as a genuine signal about MachGen's general cost structure, rather than something specific to how it happens to price against Atlas Cloud in particular. Atlas Cloud, by contrast, has landed in the middle of the pack in every comparison we've run — cheaper than the priciest hosts, but rarely the cheapest.
Reading the per-tier detail, not just the headline number
The 480p comparisons above are useful as a baseline, but both hosts' pricing scales with resolution at their own rates, and the ratio between them isn't guaranteed to hold identically at every tier. Atlas Cloud, in particular, lists a wider set of enhanced-resolution and super-resolution tier variants (its own "-esr" and "-sr" suffixed tiers) that MachGen doesn't carry at all for some models — meaning the two hosts aren't always offering literally the same menu of options, only the same base tiers. If your use case needs one of those enhanced tiers specifically, MachGen might not be a substitute regardless of its lower base-tier price, since it may not offer that exact tier at any price. Always check the specific tier string you need against both hosts' actual listings rather than assuming feature parity from a base-tier price comparison alone.
What Atlas Cloud offers instead
A host doesn't need to win every price comparison to be worth using. Atlas Cloud's Wan 3.0 rate is close enough to MachGen's that price isn't the deciding factor for that specific model, and if you're already running other workloads through Atlas Cloud's infrastructure, consolidating onto one host for operational simplicity can be worth a small percentage difference on one model, even where it wouldn't be worth a 40-50% one.
Worked example
A team running a mixed workload — 1,500 Seedance 2.5 clips and 2,000 MiniMax H3 clips a month, both at 4 seconds average:
- All on Atlas Cloud: (1,500 × 4 × $0.1397) + (2,000 × 4 × $0.08) = $838.20 + $640 = $1,478.20/month
- All on MachGen: (1,500 × 4 × $0.085) + (2,000 × 4 × $0.04) = $510 + $320 = $830/month
Routing this specific mix through MachGen instead of Atlas Cloud saves $648.20/month — a 44% reduction — because both models in this mix happen to be ones where MachGen has the larger lead. The same exercise with a Wan-3.0-heavy mix would show a much smaller gap, which is the whole point: recompute this per workload, don't generalize from one mix to every mix.
Frequently asked questions
Is MachGen cheaper across its entire catalog, or just these four models? These four are the models where this series has directly compared MachGen against another host, and MachGen has won or tied in all of them. That's a meaningful pattern, but it isn't proof MachGen is cheapest on every model it hosts — check the specific model you need rather than assuming MachGen wins by default.
Why is the Wan 3.0 comparison so much closer than the others? Wan 3.0 has eleven hosts total competing for the same traffic (see Wan 3.0 API Pricing), which is a much more competitive market than a two- or three-host model. More competition tends to compress the gap between any two specific hosts, since neither can price far above the market rate without losing volume to a third option.
Does Atlas Cloud have any pricing advantages elsewhere in this series? Atlas Cloud hasn't won an outright price comparison in this series so far, but it's been consistently mid-pack rather than the most expensive option, which matters if you value a host that's reliably reasonable across many models rather than needing to re-shop for each one.
Should I migrate entirely from Atlas Cloud to MachGen based on this comparison? That depends on your specific model mix — recompute the worked example above using your actual volume across your actual models rather than the illustrative mix used here, since a Wan-3.0-heavy workload would show a much smaller gap than the Seedance/H3-heavy mix in this article's example.
Are there other resellers worth comparing against both of these? Yes — TOAPIS, WaveSpeedAI, and OpenRouter's resale channel all appear in the individual model pricing articles linked below, and in at least one case (Seedance 2.0 Mini) Atlas Cloud itself is the outright cheapest host in the whole market, ahead of MachGen. This two-way comparison isn't the full picture — see the model-specific articles for that.
How to route between them
import requests
job = requests.post(
"https://videorouter.sh/api/v1/videos",
headers={"Authorization": "Bearer llmr_sk_live_...", "Content-Type": "application/json"},
json={
"model": "bytedance/seedance-2.5/machgen",
"prompt": "a paper airplane gliding over a city",
"resolution": "480p",
"duration_secs": 4,
},
).json()
Swap /machgen for /atlascloud to pin the other way — see /docs/provider-selection for the full reference. For the complete per-provider breakdown behind this comparison, see Seedance 2.5 API Pricing, Wan 3.0 API Pricing, and MiniMax H3 API Pricing.